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.gitattributes +1 -8
README.md +24 -0
config.json +173 -2019
handler.py +51 -0
other/.gitattributes +34 -0
other/config.json +2028 -0
preprocessor_config.json → other/preprocessor_config.json +0 -0
requirements.txt +9 -0
special_tokens_map.json +1 -0
test-2 +1 -0
tokenizer.json +0 -0
tokenizer_config.json +1 -0
vocab.txt +0 -0

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README.md ADDED Viewed

	@@ -0,0 +1,24 @@

+---
+tags:
+- text-classification
+- endpoints-template
+- optimum
+library_name: generic
+---
+# Optimized and Quantized DistilBERT with a custom pipeline with handler.py
+> NOTE: Blog post coming soon
+This is a template repository for Text Classification using Optimum and onnxruntime to support generic inference with Hugging Face Hub generic Inference API. There are two required steps:
+1. Specify the requirements by defining a `requirements.txt` file.
+2. Implement the `handler.py` `__init__` and `__call__` methods. These methods are called by the Inference API. The `__init__` method should load the model and preload the optimum model and tokenizers as well as the `text-classification` pipeline needed for inference. This is only called once. The `__call__` method performs the actual inference. Make sure to follow the same input/output specifications defined in the template for the pipeline to work.
+add
+```
+library_name: generic
+```
+to the readme.
+_note: the `generic` community image currently only support `inputs` as parameter and no parameter._

config.json CHANGED Viewed

@@ -1,2028 +1,182 @@
 {
   "architectures": [
-    "ResNetForImageClassification"
-  ],
-  "depths": [
-    3,
-    4,
-    6,
-    3
-  ],
-  "downsample_in_first_stage": false,
-  "embedding_size": 64,
-  "hidden_act": "relu",
-  "hidden_sizes": [
-    256,
-    512,
-    1024,
-    2048
   ],
   "id2label": {
-    "0": "tench, Tinca tinca",
-    "1": "goldfish, Carassius auratus",
-    "2": "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias",
-    "3": "tiger shark, Galeocerdo cuvieri",
-    "4": "hammerhead, hammerhead shark",
-    "5": "electric ray, crampfish, numbfish, torpedo",
-    "6": "stingray",
-    "7": "cock",
-    "8": "hen",
-    "9": "ostrich, Struthio camelus",
-    "10": "brambling, Fringilla montifringilla",
-    "11": "goldfinch, Carduelis carduelis",
-    "12": "house finch, linnet, Carpodacus mexicanus",
-    "13": "junco, snowbird",
-    "14": "indigo bunting, indigo finch, indigo bird, Passerina cyanea",
-    "15": "robin, American robin, Turdus migratorius",
-    "16": "bulbul",
-    "17": "jay",
-    "18": "magpie",
-    "19": "chickadee",
-    "20": "water ouzel, dipper",
-    "21": "kite",
-    "22": "bald eagle, American eagle, Haliaeetus leucocephalus",
-    "23": "vulture",
-    "24": "great grey owl, great gray owl, Strix nebulosa",
-    "25": "European fire salamander, Salamandra salamandra",
-    "26": "common newt, Triturus vulgaris",
-    "27": "eft",
-    "28": "spotted salamander, Ambystoma maculatum",
-    "29": "axolotl, mud puppy, Ambystoma mexicanum",
-    "30": "bullfrog, Rana catesbeiana",
-    "31": "tree frog, tree-frog",
-    "32": "tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui",
-    "33": "loggerhead, loggerhead turtle, Caretta caretta",
-    "34": "leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea",
-    "35": "mud turtle",
-    "36": "terrapin",
-    "37": "box turtle, box tortoise",
-    "38": "banded gecko",
-    "39": "common iguana, iguana, Iguana iguana",
-    "40": "American chameleon, anole, Anolis carolinensis",
-    "41": "whiptail, whiptail lizard",
-    "42": "agama",
-    "43": "frilled lizard, Chlamydosaurus kingi",
-    "44": "alligator lizard",
-    "45": "Gila monster, Heloderma suspectum",
-    "46": "green lizard, Lacerta viridis",
-    "47": "African chameleon, Chamaeleo chamaeleon",
-    "48": "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis",
-    "49": "African crocodile, Nile crocodile, Crocodylus niloticus",
-    "50": "American alligator, Alligator mississipiensis",
-    "51": "triceratops",
-    "52": "thunder snake, worm snake, Carphophis amoenus",
-    "53": "ringneck snake, ring-necked snake, ring snake",
-    "54": "hognose snake, puff adder, sand viper",
-    "55": "green snake, grass snake",
-    "56": "king snake, kingsnake",
-    "57": "garter snake, grass snake",
-    "58": "water snake",
-    "59": "vine snake",
-    "60": "night snake, Hypsiglena torquata",
-    "61": "boa constrictor, Constrictor constrictor",
-    "62": "rock python, rock snake, Python sebae",
-    "63": "Indian cobra, Naja naja",
-    "64": "green mamba",
-    "65": "sea snake",
-    "66": "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus",
-    "67": "diamondback, diamondback rattlesnake, Crotalus adamanteus",
-    "68": "sidewinder, horned rattlesnake, Crotalus cerastes",
-    "69": "trilobite",
-    "70": "harvestman, daddy longlegs, Phalangium opilio",
-    "71": "scorpion",
-    "72": "black and gold garden spider, Argiope aurantia",
-    "73": "barn spider, Araneus cavaticus",
-    "74": "garden spider, Aranea diademata",
-    "75": "black widow, Latrodectus mactans",
-    "76": "tarantula",
-    "77": "wolf spider, hunting spider",
-    "78": "tick",
-    "79": "centipede",
-    "80": "black grouse",
-    "81": "ptarmigan",
-    "82": "ruffed grouse, partridge, Bonasa umbellus",
-    "83": "prairie chicken, prairie grouse, prairie fowl",
-    "84": "peacock",
-    "85": "quail",
-    "86": "partridge",
-    "87": "African grey, African gray, Psittacus erithacus",
-    "88": "macaw",
-    "89": "sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita",
-    "90": "lorikeet",
-    "91": "coucal",
-    "92": "bee eater",
-    "93": "hornbill",
-    "94": "hummingbird",
-    "95": "jacamar",
-    "96": "toucan",
-    "97": "drake",
-    "98": "red-breasted merganser, Mergus serrator",
-    "99": "goose",
-    "100": "black swan, Cygnus atratus",
-    "101": "tusker",
-    "102": "echidna, spiny anteater, anteater",
-    "103": "platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus",
-    "104": "wallaby, brush kangaroo",
-    "105": "koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus",
-    "106": "wombat",
-    "107": "jellyfish",
-    "108": "sea anemone, anemone",
-    "109": "brain coral",
-    "110": "flatworm, platyhelminth",
-    "111": "nematode, nematode worm, roundworm",
-    "112": "conch",
-    "113": "snail",
-    "114": "slug",
-    "115": "sea slug, nudibranch",
-    "116": "chiton, coat-of-mail shell, sea cradle, polyplacophore",
-    "117": "chambered nautilus, pearly nautilus, nautilus",
-    "118": "Dungeness crab, Cancer magister",
-    "119": "rock crab, Cancer irroratus",
-    "120": "fiddler crab",
-    "121": "king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica",
-    "122": "American lobster, Northern lobster, Maine lobster, Homarus americanus",
-    "123": "spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish",
-    "124": "crayfish, crawfish, crawdad, crawdaddy",
-    "125": "hermit crab",
-    "126": "isopod",
-    "127": "white stork, Ciconia ciconia",
-    "128": "black stork, Ciconia nigra",
-    "129": "spoonbill",
-    "130": "flamingo",
-    "131": "little blue heron, Egretta caerulea",
-    "132": "American egret, great white heron, Egretta albus",
-    "133": "bittern",
-    "134": "crane",
-    "135": "limpkin, Aramus pictus",
-    "136": "European gallinule, Porphyrio porphyrio",
-    "137": "American coot, marsh hen, mud hen, water hen, Fulica americana",
-    "138": "bustard",
-    "139": "ruddy turnstone, Arenaria interpres",
-    "140": "red-backed sandpiper, dunlin, Erolia alpina",
-    "141": "redshank, Tringa totanus",
-    "142": "dowitcher",
-    "143": "oystercatcher, oyster catcher",
-    "144": "pelican",
-    "145": "king penguin, Aptenodytes patagonica",
-    "146": "albatross, mollymawk",
-    "147": "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus",
-    "148": "killer whale, killer, orca, grampus, sea wolf, Orcinus orca",
-    "149": "dugong, Dugong dugon",
-    "150": "sea lion",
-    "151": "Chihuahua",
-    "152": "Japanese spaniel",
-    "153": "Maltese dog, Maltese terrier, Maltese",
-    "154": "Pekinese, Pekingese, Peke",
-    "155": "Shih-Tzu",
-    "156": "Blenheim spaniel",
-    "157": "papillon",
-    "158": "toy terrier",
-    "159": "Rhodesian ridgeback",
-    "160": "Afghan hound, Afghan",
-    "161": "basset, basset hound",
-    "162": "beagle",
-    "163": "bloodhound, sleuthhound",
-    "164": "bluetick",
-    "165": "black-and-tan coonhound",
-    "166": "Walker hound, Walker foxhound",
-    "167": "English foxhound",
-    "168": "redbone",
-    "169": "borzoi, Russian wolfhound",
-    "170": "Irish wolfhound",
-    "171": "Italian greyhound",
-    "172": "whippet",
-    "173": "Ibizan hound, Ibizan Podenco",
-    "174": "Norwegian elkhound, elkhound",
-    "175": "otterhound, otter hound",
-    "176": "Saluki, gazelle hound",
-    "177": "Scottish deerhound, deerhound",
-    "178": "Weimaraner",
-    "179": "Staffordshire bullterrier, Staffordshire bull terrier",
-    "180": "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier",
-    "181": "Bedlington terrier",
-    "182": "Border terrier",
-    "183": "Kerry blue terrier",
-    "184": "Irish terrier",
-    "185": "Norfolk terrier",
-    "186": "Norwich terrier",
-    "187": "Yorkshire terrier",
-    "188": "wire-haired fox terrier",
-    "189": "Lakeland terrier",
-    "190": "Sealyham terrier, Sealyham",
-    "191": "Airedale, Airedale terrier",
-    "192": "cairn, cairn terrier",
-    "193": "Australian terrier",
-    "194": "Dandie Dinmont, Dandie Dinmont terrier",
-    "195": "Boston bull, Boston terrier",
-    "196": "miniature schnauzer",
-    "197": "giant schnauzer",
-    "198": "standard schnauzer",
-    "199": "Scotch terrier, Scottish terrier, Scottie",
-    "200": "Tibetan terrier, chrysanthemum dog",
-    "201": "silky terrier, Sydney silky",
-    "202": "soft-coated wheaten terrier",
-    "203": "West Highland white terrier",
-    "204": "Lhasa, Lhasa apso",
-    "205": "flat-coated retriever",
-    "206": "curly-coated retriever",
-    "207": "golden retriever",
-    "208": "Labrador retriever",
-    "209": "Chesapeake Bay retriever",
-    "210": "German short-haired pointer",
-    "211": "vizsla, Hungarian pointer",
-    "212": "English setter",
-    "213": "Irish setter, red setter",
-    "214": "Gordon setter",
-    "215": "Brittany spaniel",
-    "216": "clumber, clumber spaniel",
-    "217": "English springer, English springer spaniel",
-    "218": "Welsh springer spaniel",
-    "219": "cocker spaniel, English cocker spaniel, cocker",
-    "220": "Sussex spaniel",
-    "221": "Irish water spaniel",
-    "222": "kuvasz",
-    "223": "schipperke",
-    "224": "groenendael",
-    "225": "malinois",
-    "226": "briard",
-    "227": "kelpie",
-    "228": "komondor",
-    "229": "Old English sheepdog, bobtail",
-    "230": "Shetland sheepdog, Shetland sheep dog, Shetland",
-    "231": "collie",
-    "232": "Border collie",
-    "233": "Bouvier des Flandres, Bouviers des Flandres",
-    "234": "Rottweiler",
-    "235": "German shepherd, German shepherd dog, German police dog, alsatian",
-    "236": "Doberman, Doberman pinscher",
-    "237": "miniature pinscher",
-    "238": "Greater Swiss Mountain dog",
-    "239": "Bernese mountain dog",
-    "240": "Appenzeller",
-    "241": "EntleBucher",
-    "242": "boxer",
-    "243": "bull mastiff",
-    "244": "Tibetan mastiff",
-    "245": "French bulldog",
-    "246": "Great Dane",
-    "247": "Saint Bernard, St Bernard",
-    "248": "Eskimo dog, husky",
-    "249": "malamute, malemute, Alaskan malamute",
-    "250": "Siberian husky",
-    "251": "dalmatian, coach dog, carriage dog",
-    "252": "affenpinscher, monkey pinscher, monkey dog",
-    "253": "basenji",
-    "254": "pug, pug-dog",
-    "255": "Leonberg",
-    "256": "Newfoundland, Newfoundland dog",
-    "257": "Great Pyrenees",
-    "258": "Samoyed, Samoyede",
-    "259": "Pomeranian",
-    "260": "chow, chow chow",
-    "261": "keeshond",
-    "262": "Brabancon griffon",
-    "263": "Pembroke, Pembroke Welsh corgi",
-    "264": "Cardigan, Cardigan Welsh corgi",
-    "265": "toy poodle",
-    "266": "miniature poodle",
-    "267": "standard poodle",
-    "268": "Mexican hairless",
-    "269": "timber wolf, grey wolf, gray wolf, Canis lupus",
-    "270": "white wolf, Arctic wolf, Canis lupus tundrarum",
-    "271": "red wolf, maned wolf, Canis rufus, Canis niger",
-    "272": "coyote, prairie wolf, brush wolf, Canis latrans",
-    "273": "dingo, warrigal, warragal, Canis dingo",
-    "274": "dhole, Cuon alpinus",
-    "275": "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus",
-    "276": "hyena, hyaena",
-    "277": "red fox, Vulpes vulpes",
-    "278": "kit fox, Vulpes macrotis",
-    "279": "Arctic fox, white fox, Alopex lagopus",
-    "280": "grey fox, gray fox, Urocyon cinereoargenteus",
-    "281": "tabby, tabby cat",
-    "282": "tiger cat",
-    "283": "Persian cat",
-    "284": "Siamese cat, Siamese",
-    "285": "Egyptian cat",
-    "286": "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor",
-    "287": "lynx, catamount",
-    "288": "leopard, Panthera pardus",
-    "289": "snow leopard, ounce, Panthera uncia",
-    "290": "jaguar, panther, Panthera onca, Felis onca",
-    "291": "lion, king of beasts, Panthera leo",
-    "292": "tiger, Panthera tigris",
-    "293": "cheetah, chetah, Acinonyx jubatus",
-    "294": "brown bear, bruin, Ursus arctos",
-    "295": "American black bear, black bear, Ursus americanus, Euarctos americanus",
-    "296": "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus",
-    "297": "sloth bear, Melursus ursinus, Ursus ursinus",
-    "298": "mongoose",
-    "299": "meerkat, mierkat",
-    "300": "tiger beetle",
-    "301": "ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle",
-    "302": "ground beetle, carabid beetle",
-    "303": "long-horned beetle, longicorn, longicorn beetle",
-    "304": "leaf beetle, chrysomelid",
-    "305": "dung beetle",
-    "306": "rhinoceros beetle",
-    "307": "weevil",
-    "308": "fly",
-    "309": "bee",
-    "310": "ant, emmet, pismire",
-    "311": "grasshopper, hopper",
-    "312": "cricket",
-    "313": "walking stick, walkingstick, stick insect",
-    "314": "cockroach, roach",
-    "315": "mantis, mantid",
-    "316": "cicada, cicala",
-    "317": "leafhopper",
-    "318": "lacewing, lacewing fly",
-    "319": "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk",
-    "320": "damselfly",
-    "321": "admiral",
-    "322": "ringlet, ringlet butterfly",
-    "323": "monarch, monarch butterfly, milkweed butterfly, Danaus plexippus",
-    "324": "cabbage butterfly",
-    "325": "sulphur butterfly, sulfur butterfly",
-    "326": "lycaenid, lycaenid butterfly",
-    "327": "starfish, sea star",
-    "328": "sea urchin",
-    "329": "sea cucumber, holothurian",
-    "330": "wood rabbit, cottontail, cottontail rabbit",
-    "331": "hare",
-    "332": "Angora, Angora rabbit",
-    "333": "hamster",
-    "334": "porcupine, hedgehog",
-    "335": "fox squirrel, eastern fox squirrel, Sciurus niger",
-    "336": "marmot",
-    "337": "beaver",
-    "338": "guinea pig, Cavia cobaya",
-    "339": "sorrel",
-    "340": "zebra",
-    "341": "hog, pig, grunter, squealer, Sus scrofa",
-    "342": "wild boar, boar, Sus scrofa",
-    "343": "warthog",
-    "344": "hippopotamus, hippo, river horse, Hippopotamus amphibius",
-    "345": "ox",
-    "346": "water buffalo, water ox, Asiatic buffalo, Bubalus bubalis",
-    "347": "bison",
-    "348": "ram, tup",
-    "349": "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis",
-    "350": "ibex, Capra ibex",
-    "351": "hartebeest",
-    "352": "impala, Aepyceros melampus",
-    "353": "gazelle",
-    "354": "Arabian camel, dromedary, Camelus dromedarius",
-    "355": "llama",
-    "356": "weasel",
-    "357": "mink",
-    "358": "polecat, fitch, foulmart, foumart, Mustela putorius",
-    "359": "black-footed ferret, ferret, Mustela nigripes",
-    "360": "otter",
-    "361": "skunk, polecat, wood pussy",
-    "362": "badger",
-    "363": "armadillo",
-    "364": "three-toed sloth, ai, Bradypus tridactylus",
-    "365": "orangutan, orang, orangutang, Pongo pygmaeus",
-    "366": "gorilla, Gorilla gorilla",
-    "367": "chimpanzee, chimp, Pan troglodytes",
-    "368": "gibbon, Hylobates lar",
-    "369": "siamang, Hylobates syndactylus, Symphalangus syndactylus",
-    "370": "guenon, guenon monkey",
-    "371": "patas, hussar monkey, Erythrocebus patas",
-    "372": "baboon",
-    "373": "macaque",
-    "374": "langur",
-    "375": "colobus, colobus monkey",
-    "376": "proboscis monkey, Nasalis larvatus",
-    "377": "marmoset",
-    "378": "capuchin, ringtail, Cebus capucinus",
-    "379": "howler monkey, howler",
-    "380": "titi, titi monkey",
-    "381": "spider monkey, Ateles geoffroyi",
-    "382": "squirrel monkey, Saimiri sciureus",
-    "383": "Madagascar cat, ring-tailed lemur, Lemur catta",
-    "384": "indri, indris, Indri indri, Indri brevicaudatus",
-    "385": "Indian elephant, Elephas maximus",
-    "386": "African elephant, Loxodonta africana",
-    "387": "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens",
-    "388": "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca",
-    "389": "barracouta, snoek",
-    "390": "eel",
-    "391": "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch",
-    "392": "rock beauty, Holocanthus tricolor",
-    "393": "anemone fish",
-    "394": "sturgeon",
-    "395": "gar, garfish, garpike, billfish, Lepisosteus osseus",
-    "396": "lionfish",
-    "397": "puffer, pufferfish, blowfish, globefish",
-    "398": "abacus",
-    "399": "abaya",
-    "400": "academic gown, academic robe, judge's robe",
-    "401": "accordion, piano accordion, squeeze box",
-    "402": "acoustic guitar",
-    "403": "aircraft carrier, carrier, flattop, attack aircraft carrier",
-    "404": "airliner",
-    "405": "airship, dirigible",
-    "406": "altar",
-    "407": "ambulance",
-    "408": "amphibian, amphibious vehicle",
-    "409": "analog clock",
-    "410": "apiary, bee house",
-    "411": "apron",
-    "412": "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin",
-    "413": "assault rifle, assault gun",
-    "414": "backpack, back pack, knapsack, packsack, rucksack, haversack",
-    "415": "bakery, bakeshop, bakehouse",
-    "416": "balance beam, beam",
-    "417": "balloon",
-    "418": "ballpoint, ballpoint pen, ballpen, Biro",
-    "419": "Band Aid",
-    "420": "banjo",
-    "421": "bannister, banister, balustrade, balusters, handrail",
-    "422": "barbell",
-    "423": "barber chair",
-    "424": "barbershop",
-    "425": "barn",
-    "426": "barometer",
-    "427": "barrel, cask",
-    "428": "barrow, garden cart, lawn cart, wheelbarrow",
-    "429": "baseball",
-    "430": "basketball",
-    "431": "bassinet",
-    "432": "bassoon",
-    "433": "bathing cap, swimming cap",
-    "434": "bath towel",
-    "435": "bathtub, bathing tub, bath, tub",
-    "436": "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon",
-    "437": "beacon, lighthouse, beacon light, pharos",
-    "438": "beaker",
-    "439": "bearskin, busby, shako",
-    "440": "beer bottle",
-    "441": "beer glass",
-    "442": "bell cote, bell cot",
-    "443": "bib",
-    "444": "bicycle-built-for-two, tandem bicycle, tandem",
-    "445": "bikini, two-piece",
-    "446": "binder, ring-binder",
-    "447": "binoculars, field glasses, opera glasses",
-    "448": "birdhouse",
-    "449": "boathouse",
-    "450": "bobsled, bobsleigh, bob",
-    "451": "bolo tie, bolo, bola tie, bola",
-    "452": "bonnet, poke bonnet",
-    "453": "bookcase",
-    "454": "bookshop, bookstore, bookstall",
-    "455": "bottlecap",
-    "456": "bow",
-    "457": "bow tie, bow-tie, bowtie",
-    "458": "brass, memorial tablet, plaque",
-    "459": "brassiere, bra, bandeau",
-    "460": "breakwater, groin, groyne, mole, bulwark, seawall, jetty",
-    "461": "breastplate, aegis, egis",
-    "462": "broom",
-    "463": "bucket, pail",
-    "464": "buckle",
-    "465": "bulletproof vest",
-    "466": "bullet train, bullet",
-    "467": "butcher shop, meat market",
-    "468": "cab, hack, taxi, taxicab",
-    "469": "caldron, cauldron",
-    "470": "candle, taper, wax light",
-    "471": "cannon",
-    "472": "canoe",
-    "473": "can opener, tin opener",
-    "474": "cardigan",
-    "475": "car mirror",
-    "476": "carousel, carrousel, merry-go-round, roundabout, whirligig",
-    "477": "carpenter's kit, tool kit",
-    "478": "carton",
-    "479": "car wheel",
-    "480": "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM",
-    "481": "cassette",
-    "482": "cassette player",
-    "483": "castle",
-    "484": "catamaran",
-    "485": "CD player",
-    "486": "cello, violoncello",
-    "487": "cellular telephone, cellular phone, cellphone, cell, mobile phone",
-    "488": "chain",
-    "489": "chainlink fence",
-    "490": "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour",
-    "491": "chain saw, chainsaw",
-    "492": "chest",
-    "493": "chiffonier, commode",
-    "494": "chime, bell, gong",
-    "495": "china cabinet, china closet",
-    "496": "Christmas stocking",
-    "497": "church, church building",
-    "498": "cinema, movie theater, movie theatre, movie house, picture palace",
-    "499": "cleaver, meat cleaver, chopper",
-    "500": "cliff dwelling",
-    "501": "cloak",
-    "502": "clog, geta, patten, sabot",
-    "503": "cocktail shaker",
-    "504": "coffee mug",
-    "505": "coffeepot",
-    "506": "coil, spiral, volute, whorl, helix",
-    "507": "combination lock",
-    "508": "computer keyboard, keypad",
-    "509": "confectionery, confectionary, candy store",
-    "510": "container ship, containership, container vessel",
-    "511": "convertible",
-    "512": "corkscrew, bottle screw",
-    "513": "cornet, horn, trumpet, trump",
-    "514": "cowboy boot",
-    "515": "cowboy hat, ten-gallon hat",
-    "516": "cradle",
-    "517": "crane",
-    "518": "crash helmet",
-    "519": "crate",
-    "520": "crib, cot",
-    "521": "Crock Pot",
-    "522": "croquet ball",
-    "523": "crutch",
-    "524": "cuirass",
-    "525": "dam, dike, dyke",
-    "526": "desk",
-    "527": "desktop computer",
-    "528": "dial telephone, dial phone",
-    "529": "diaper, nappy, napkin",
-    "530": "digital clock",
-    "531": "digital watch",
-    "532": "dining table, board",
-    "533": "dishrag, dishcloth",
-    "534": "dishwasher, dish washer, dishwashing machine",
-    "535": "disk brake, disc brake",
-    "536": "dock, dockage, docking facility",
-    "537": "dogsled, dog sled, dog sleigh",
-    "538": "dome",
-    "539": "doormat, welcome mat",
-    "540": "drilling platform, offshore rig",
-    "541": "drum, membranophone, tympan",
-    "542": "drumstick",
-    "543": "dumbbell",
-    "544": "Dutch oven",
-    "545": "electric fan, blower",
-    "546": "electric guitar",
-    "547": "electric locomotive",
-    "548": "entertainment center",
-    "549": "envelope",
-    "550": "espresso maker",
-    "551": "face powder",
-    "552": "feather boa, boa",
-    "553": "file, file cabinet, filing cabinet",
-    "554": "fireboat",
-    "555": "fire engine, fire truck",
-    "556": "fire screen, fireguard",
-    "557": "flagpole, flagstaff",
-    "558": "flute, transverse flute",
-    "559": "folding chair",
-    "560": "football helmet",
-    "561": "forklift",
-    "562": "fountain",
-    "563": "fountain pen",
-    "564": "four-poster",
-    "565": "freight car",
-    "566": "French horn, horn",
-    "567": "frying pan, frypan, skillet",
-    "568": "fur coat",
-    "569": "garbage truck, dustcart",
-    "570": "gasmask, respirator, gas helmet",
-    "571": "gas pump, gasoline pump, petrol pump, island dispenser",
-    "572": "goblet",
-    "573": "go-kart",
-    "574": "golf ball",
-    "575": "golfcart, golf cart",
-    "576": "gondola",
-    "577": "gong, tam-tam",
-    "578": "gown",
-    "579": "grand piano, grand",
-    "580": "greenhouse, nursery, glasshouse",
-    "581": "grille, radiator grille",
-    "582": "grocery store, grocery, food market, market",
-    "583": "guillotine",
-    "584": "hair slide",
-    "585": "hair spray",
-    "586": "half track",
-    "587": "hammer",
-    "588": "hamper",
-    "589": "hand blower, blow dryer, blow drier, hair dryer, hair drier",
-    "590": "hand-held computer, hand-held microcomputer",
-    "591": "handkerchief, hankie, hanky, hankey",
-    "592": "hard disc, hard disk, fixed disk",
-    "593": "harmonica, mouth organ, harp, mouth harp",
-    "594": "harp",
-    "595": "harvester, reaper",
-    "596": "hatchet",
-    "597": "holster",
-    "598": "home theater, home theatre",
-    "599": "honeycomb",
-    "600": "hook, claw",
-    "601": "hoopskirt, crinoline",
-    "602": "horizontal bar, high bar",
-    "603": "horse cart, horse-cart",
-    "604": "hourglass",
-    "605": "iPod",
-    "606": "iron, smoothing iron",
-    "607": "jack-o'-lantern",
-    "608": "jean, blue jean, denim",
-    "609": "jeep, landrover",
-    "610": "jersey, T-shirt, tee shirt",
-    "611": "jigsaw puzzle",
-    "612": "jinrikisha, ricksha, rickshaw",
-    "613": "joystick",
-    "614": "kimono",
-    "615": "knee pad",
-    "616": "knot",
-    "617": "lab coat, laboratory coat",
-    "618": "ladle",
-    "619": "lampshade, lamp shade",
-    "620": "laptop, laptop computer",
-    "621": "lawn mower, mower",
-    "622": "lens cap, lens cover",
-    "623": "letter opener, paper knife, paperknife",
-    "624": "library",
-    "625": "lifeboat",
-    "626": "lighter, light, igniter, ignitor",
-    "627": "limousine, limo",
-    "628": "liner, ocean liner",
-    "629": "lipstick, lip rouge",
-    "630": "Loafer",
-    "631": "lotion",
-    "632": "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system",
-    "633": "loupe, jeweler's loupe",
-    "634": "lumbermill, sawmill",
-    "635": "magnetic compass",
-    "636": "mailbag, postbag",
-    "637": "mailbox, letter box",
-    "638": "maillot",
-    "639": "maillot, tank suit",
-    "640": "manhole cover",
-    "641": "maraca",
-    "642": "marimba, xylophone",
-    "643": "mask",
-    "644": "matchstick",
-    "645": "maypole",
-    "646": "maze, labyrinth",
-    "647": "measuring cup",
-    "648": "medicine chest, medicine cabinet",
-    "649": "megalith, megalithic structure",
-    "650": "microphone, mike",
-    "651": "microwave, microwave oven",
-    "652": "military uniform",
-    "653": "milk can",
-    "654": "minibus",
-    "655": "miniskirt, mini",
-    "656": "minivan",
-    "657": "missile",
-    "658": "mitten",
-    "659": "mixing bowl",
-    "660": "mobile home, manufactured home",
-    "661": "Model T",
-    "662": "modem",
-    "663": "monastery",
-    "664": "monitor",
-    "665": "moped",
-    "666": "mortar",
-    "667": "mortarboard",
-    "668": "mosque",
-    "669": "mosquito net",
-    "670": "motor scooter, scooter",
-    "671": "mountain bike, all-terrain bike, off-roader",
-    "672": "mountain tent",
-    "673": "mouse, computer mouse",
-    "674": "mousetrap",
-    "675": "moving van",
-    "676": "muzzle",
-    "677": "nail",
-    "678": "neck brace",
-    "679": "necklace",
-    "680": "nipple",
-    "681": "notebook, notebook computer",
-    "682": "obelisk",
-    "683": "oboe, hautboy, hautbois",
-    "684": "ocarina, sweet potato",
-    "685": "odometer, hodometer, mileometer, milometer",
-    "686": "oil filter",
-    "687": "organ, pipe organ",
-    "688": "oscilloscope, scope, cathode-ray oscilloscope, CRO",
-    "689": "overskirt",
-    "690": "oxcart",
-    "691": "oxygen mask",
-    "692": "packet",
-    "693": "paddle, boat paddle",
-    "694": "paddlewheel, paddle wheel",
-    "695": "padlock",
-    "696": "paintbrush",
-    "697": "pajama, pyjama, pj's, jammies",
-    "698": "palace",
-    "699": "panpipe, pandean pipe, syrinx",
-    "700": "paper towel",
-    "701": "parachute, chute",
-    "702": "parallel bars, bars",
-    "703": "park bench",
-    "704": "parking meter",
-    "705": "passenger car, coach, carriage",
-    "706": "patio, terrace",
-    "707": "pay-phone, pay-station",
-    "708": "pedestal, plinth, footstall",
-    "709": "pencil box, pencil case",
-    "710": "pencil sharpener",
-    "711": "perfume, essence",
-    "712": "Petri dish",
-    "713": "photocopier",
-    "714": "pick, plectrum, plectron",
-    "715": "pickelhaube",
-    "716": "picket fence, paling",
-    "717": "pickup, pickup truck",
-    "718": "pier",
-    "719": "piggy bank, penny bank",
-    "720": "pill bottle",
-    "721": "pillow",
-    "722": "ping-pong ball",
-    "723": "pinwheel",
-    "724": "pirate, pirate ship",
-    "725": "pitcher, ewer",
-    "726": "plane, carpenter's plane, woodworking plane",
-    "727": "planetarium",
-    "728": "plastic bag",
-    "729": "plate rack",
-    "730": "plow, plough",
-    "731": "plunger, plumber's helper",
-    "732": "Polaroid camera, Polaroid Land camera",
-    "733": "pole",
-    "734": "police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria",
-    "735": "poncho",
-    "736": "pool table, billiard table, snooker table",
-    "737": "pop bottle, soda bottle",
-    "738": "pot, flowerpot",
-    "739": "potter's wheel",
-    "740": "power drill",
-    "741": "prayer rug, prayer mat",
-    "742": "printer",
-    "743": "prison, prison house",
-    "744": "projectile, missile",
-    "745": "projector",
-    "746": "puck, hockey puck",
-    "747": "punching bag, punch bag, punching ball, punchball",
-    "748": "purse",
-    "749": "quill, quill pen",
-    "750": "quilt, comforter, comfort, puff",
-    "751": "racer, race car, racing car",
-    "752": "racket, racquet",
-    "753": "radiator",
-    "754": "radio, wireless",
-    "755": "radio telescope, radio reflector",
-    "756": "rain barrel",
-    "757": "recreational vehicle, RV, R.V.",
-    "758": "reel",
-    "759": "reflex camera",
-    "760": "refrigerator, icebox",
-    "761": "remote control, remote",
-    "762": "restaurant, eating house, eating place, eatery",
-    "763": "revolver, six-gun, six-shooter",
-    "764": "rifle",
-    "765": "rocking chair, rocker",
-    "766": "rotisserie",
-    "767": "rubber eraser, rubber, pencil eraser",
-    "768": "rugby ball",
-    "769": "rule, ruler",
-    "770": "running shoe",
-    "771": "safe",
-    "772": "safety pin",
-    "773": "saltshaker, salt shaker",
-    "774": "sandal",
-    "775": "sarong",
-    "776": "sax, saxophone",
-    "777": "scabbard",
-    "778": "scale, weighing machine",
-    "779": "school bus",
-    "780": "schooner",
-    "781": "scoreboard",
-    "782": "screen, CRT screen",
-    "783": "screw",
-    "784": "screwdriver",
-    "785": "seat belt, seatbelt",
-    "786": "sewing machine",
-    "787": "shield, buckler",
-    "788": "shoe shop, shoe-shop, shoe store",
-    "789": "shoji",
-    "790": "shopping basket",
-    "791": "shopping cart",
-    "792": "shovel",
-    "793": "shower cap",
-    "794": "shower curtain",
-    "795": "ski",
-    "796": "ski mask",
-    "797": "sleeping bag",
-    "798": "slide rule, slipstick",
-    "799": "sliding door",
-    "800": "slot, one-armed bandit",
-    "801": "snorkel",
-    "802": "snowmobile",
-    "803": "snowplow, snowplough",
-    "804": "soap dispenser",
-    "805": "soccer ball",
-    "806": "sock",
-    "807": "solar dish, solar collector, solar furnace",
-    "808": "sombrero",
-    "809": "soup bowl",
-    "810": "space bar",
-    "811": "space heater",
-    "812": "space shuttle",
-    "813": "spatula",
-    "814": "speedboat",
-    "815": "spider web, spider's web",
-    "816": "spindle",
-    "817": "sports car, sport car",
-    "818": "spotlight, spot",
-    "819": "stage",
-    "820": "steam locomotive",
-    "821": "steel arch bridge",
-    "822": "steel drum",
-    "823": "stethoscope",
-    "824": "stole",
-    "825": "stone wall",
-    "826": "stopwatch, stop watch",
-    "827": "stove",
-    "828": "strainer",
-    "829": "streetcar, tram, tramcar, trolley, trolley car",
-    "830": "stretcher",
-    "831": "studio couch, day bed",
-    "832": "stupa, tope",
-    "833": "submarine, pigboat, sub, U-boat",
-    "834": "suit, suit of clothes",
-    "835": "sundial",
-    "836": "sunglass",
-    "837": "sunglasses, dark glasses, shades",
-    "838": "sunscreen, sunblock, sun blocker",
-    "839": "suspension bridge",
-    "840": "swab, swob, mop",
-    "841": "sweatshirt",
-    "842": "swimming trunks, bathing trunks",
-    "843": "swing",
-    "844": "switch, electric switch, electrical switch",
-    "845": "syringe",
-    "846": "table lamp",
-    "847": "tank, army tank, armored combat vehicle, armoured combat vehicle",
-    "848": "tape player",
-    "849": "teapot",
-    "850": "teddy, teddy bear",
-    "851": "television, television system",
-    "852": "tennis ball",
-    "853": "thatch, thatched roof",
-    "854": "theater curtain, theatre curtain",
-    "855": "thimble",
-    "856": "thresher, thrasher, threshing machine",
-    "857": "throne",
-    "858": "tile roof",
-    "859": "toaster",
-    "860": "tobacco shop, tobacconist shop, tobacconist",
-    "861": "toilet seat",
-    "862": "torch",
-    "863": "totem pole",
-    "864": "tow truck, tow car, wrecker",
-    "865": "toyshop",
-    "866": "tractor",
-    "867": "trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi",
-    "868": "tray",
-    "869": "trench coat",
-    "870": "tricycle, trike, velocipede",
-    "871": "trimaran",
-    "872": "tripod",
-    "873": "triumphal arch",
-    "874": "trolleybus, trolley coach, trackless trolley",
-    "875": "trombone",
-    "876": "tub, vat",
-    "877": "turnstile",
-    "878": "typewriter keyboard",
-    "879": "umbrella",
-    "880": "unicycle, monocycle",
-    "881": "upright, upright piano",
-    "882": "vacuum, vacuum cleaner",
-    "883": "vase",
-    "884": "vault",
-    "885": "velvet",
-    "886": "vending machine",
-    "887": "vestment",
-    "888": "viaduct",
-    "889": "violin, fiddle",
-    "890": "volleyball",
-    "891": "waffle iron",
-    "892": "wall clock",
-    "893": "wallet, billfold, notecase, pocketbook",
-    "894": "wardrobe, closet, press",
-    "895": "warplane, military plane",
-    "896": "washbasin, handbasin, washbowl, lavabo, wash-hand basin",
-    "897": "washer, automatic washer, washing machine",
-    "898": "water bottle",
-    "899": "water jug",
-    "900": "water tower",
-    "901": "whiskey jug",
-    "902": "whistle",
-    "903": "wig",
-    "904": "window screen",
-    "905": "window shade",
-    "906": "Windsor tie",
-    "907": "wine bottle",
-    "908": "wing",
-    "909": "wok",
-    "910": "wooden spoon",
-    "911": "wool, woolen, woollen",
-    "912": "worm fence, snake fence, snake-rail fence, Virginia fence",
-    "913": "wreck",
-    "914": "yawl",
-    "915": "yurt",
-    "916": "web site, website, internet site, site",
-    "917": "comic book",
-    "918": "crossword puzzle, crossword",
-    "919": "street sign",
-    "920": "traffic light, traffic signal, stoplight",
-    "921": "book jacket, dust cover, dust jacket, dust wrapper",
-    "922": "menu",
-    "923": "plate",
-    "924": "guacamole",
-    "925": "consomme",
-    "926": "hot pot, hotpot",
-    "927": "trifle",
-    "928": "ice cream, icecream",
-    "929": "ice lolly, lolly, lollipop, popsicle",
-    "930": "French loaf",
-    "931": "bagel, beigel",
-    "932": "pretzel",
-    "933": "cheeseburger",
-    "934": "hotdog, hot dog, red hot",
-    "935": "mashed potato",
-    "936": "head cabbage",
-    "937": "broccoli",
-    "938": "cauliflower",
-    "939": "zucchini, courgette",
-    "940": "spaghetti squash",
-    "941": "acorn squash",
-    "942": "butternut squash",
-    "943": "cucumber, cuke",
-    "944": "artichoke, globe artichoke",
-    "945": "bell pepper",
-    "946": "cardoon",
-    "947": "mushroom",
-    "948": "Granny Smith",
-    "949": "strawberry",
-    "950": "orange",
-    "951": "lemon",
-    "952": "fig",
-    "953": "pineapple, ananas",
-    "954": "banana",
-    "955": "jackfruit, jak, jack",
-    "956": "custard apple",
-    "957": "pomegranate",
-    "958": "hay",
-    "959": "carbonara",
-    "960": "chocolate sauce, chocolate syrup",
-    "961": "dough",
-    "962": "meat loaf, meatloaf",
-    "963": "pizza, pizza pie",
-    "964": "potpie",
-    "965": "burrito",
-    "966": "red wine",
-    "967": "espresso",
-    "968": "cup",
-    "969": "eggnog",
-    "970": "alp",
-    "971": "bubble",
-    "972": "cliff, drop, drop-off",
-    "973": "coral reef",
-    "974": "geyser",
-    "975": "lakeside, lakeshore",
-    "976": "promontory, headland, head, foreland",
-    "977": "sandbar, sand bar",
-    "978": "seashore, coast, seacoast, sea-coast",
-    "979": "valley, vale",
-    "980": "volcano",
-    "981": "ballplayer, baseball player",
-    "982": "groom, bridegroom",
-    "983": "scuba diver",
-    "984": "rapeseed",
-    "985": "daisy",
-    "986": "yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum",
-    "987": "corn",
-    "988": "acorn",
-    "989": "hip, rose hip, rosehip",
-    "990": "buckeye, horse chestnut, conker",
-    "991": "coral fungus",
-    "992": "agaric",
-    "993": "gyromitra",
-    "994": "stinkhorn, carrion fungus",
-    "995": "earthstar",
-    "996": "hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa",
-    "997": "bolete",
-    "998": "ear, spike, capitulum",
-    "999": "toilet tissue, toilet paper, bathroom tissue"
   },
   "label2id": {
-    "Afghan hound, Afghan": 160,
-    "African chameleon, Chamaeleo chamaeleon": 47,
-    "African crocodile, Nile crocodile, Crocodylus niloticus": 49,
-    "African elephant, Loxodonta africana": 386,
-    "African grey, African gray, Psittacus erithacus": 87,
-    "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus": 275,
-    "Airedale, Airedale terrier": 191,
-    "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier": 180,
-    "American alligator, Alligator mississipiensis": 50,
-    "American black bear, black bear, Ursus americanus, Euarctos americanus": 295,
-    "American chameleon, anole, Anolis carolinensis": 40,
-    "American coot, marsh hen, mud hen, water hen, Fulica americana": 137,
-    "American egret, great white heron, Egretta albus": 132,
-    "American lobster, Northern lobster, Maine lobster, Homarus americanus": 122,
-    "Angora, Angora rabbit": 332,
-    "Appenzeller": 240,
-    "Arabian camel, dromedary, Camelus dromedarius": 354,
-    "Arctic fox, white fox, Alopex lagopus": 279,
-    "Australian terrier": 193,
-    "Band Aid": 419,
-    "Bedlington terrier": 181,
-    "Bernese mountain dog": 239,
-    "Blenheim spaniel": 156,
-    "Border collie": 232,
-    "Border terrier": 182,
-    "Boston bull, Boston terrier": 195,
-    "Bouvier des Flandres, Bouviers des Flandres": 233,
-    "Brabancon griffon": 262,
-    "Brittany spaniel": 215,
-    "CD player": 485,
-    "Cardigan, Cardigan Welsh corgi": 264,
-    "Chesapeake Bay retriever": 209,
-    "Chihuahua": 151,
-    "Christmas stocking": 496,
-    "Crock Pot": 521,
-    "Dandie Dinmont, Dandie Dinmont terrier": 194,
-    "Doberman, Doberman pinscher": 236,
-    "Dungeness crab, Cancer magister": 118,
-    "Dutch oven": 544,
-    "Egyptian cat": 285,
-    "English foxhound": 167,
-    "English setter": 212,
-    "English springer, English springer spaniel": 217,
-    "EntleBucher": 241,
-    "Eskimo dog, husky": 248,
-    "European fire salamander, Salamandra salamandra": 25,
-    "European gallinule, Porphyrio porphyrio": 136,
-    "French bulldog": 245,
-    "French horn, horn": 566,
-    "French loaf": 930,
-    "German shepherd, German shepherd dog, German police dog, alsatian": 235,
-    "German short-haired pointer": 210,
-    "Gila monster, Heloderma suspectum": 45,
-    "Gordon setter": 214,
-    "Granny Smith": 948,
-    "Great Dane": 246,
-    "Great Pyrenees": 257,
-    "Greater Swiss Mountain dog": 238,
-    "Ibizan hound, Ibizan Podenco": 173,
-    "Indian cobra, Naja naja": 63,
-    "Indian elephant, Elephas maximus": 385,
-    "Irish setter, red setter": 213,
-    "Irish terrier": 184,
-    "Irish water spaniel": 221,
-    "Irish wolfhound": 170,
-    "Italian greyhound": 171,
-    "Japanese spaniel": 152,
-    "Kerry blue terrier": 183,
-    "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis": 48,
-    "Labrador retriever": 208,
-    "Lakeland terrier": 189,
-    "Leonberg": 255,
-    "Lhasa, Lhasa apso": 204,
-    "Loafer": 630,
-    "Madagascar cat, ring-tailed lemur, Lemur catta": 383,
-    "Maltese dog, Maltese terrier, Maltese": 153,
-    "Mexican hairless": 268,
-    "Model T": 661,
-    "Newfoundland, Newfoundland dog": 256,
-    "Norfolk terrier": 185,
-    "Norwegian elkhound, elkhound": 174,
-    "Norwich terrier": 186,
-    "Old English sheepdog, bobtail": 229,
-    "Pekinese, Pekingese, Peke": 154,
-    "Pembroke, Pembroke Welsh corgi": 263,
-    "Persian cat": 283,
-    "Petri dish": 712,
-    "Polaroid camera, Polaroid Land camera": 732,
-    "Pomeranian": 259,
-    "Rhodesian ridgeback": 159,
-    "Rottweiler": 234,
-    "Saint Bernard, St Bernard": 247,
-    "Saluki, gazelle hound": 176,
-    "Samoyed, Samoyede": 258,
-    "Scotch terrier, Scottish terrier, Scottie": 199,
-    "Scottish deerhound, deerhound": 177,
-    "Sealyham terrier, Sealyham": 190,
-    "Shetland sheepdog, Shetland sheep dog, Shetland": 230,
-    "Shih-Tzu": 155,
-    "Siamese cat, Siamese": 284,
-    "Siberian husky": 250,
-    "Staffordshire bullterrier, Staffordshire bull terrier": 179,
-    "Sussex spaniel": 220,
-    "Tibetan mastiff": 244,
-    "Tibetan terrier, chrysanthemum dog": 200,
-    "Walker hound, Walker foxhound": 166,
-    "Weimaraner": 178,
-    "Welsh springer spaniel": 218,
-    "West Highland white terrier": 203,
-    "Windsor tie": 906,
-    "Yorkshire terrier": 187,
-    "abacus": 398,
-    "abaya": 399,
-    "academic gown, academic robe, judge's robe": 400,
-    "accordion, piano accordion, squeeze box": 401,
-    "acorn": 988,
-    "acorn squash": 941,
-    "acoustic guitar": 402,
-    "admiral": 321,
-    "affenpinscher, monkey pinscher, monkey dog": 252,
-    "agama": 42,
-    "agaric": 992,
-    "aircraft carrier, carrier, flattop, attack aircraft carrier": 403,
-    "airliner": 404,
-    "airship, dirigible": 405,
-    "albatross, mollymawk": 146,
-    "alligator lizard": 44,
-    "alp": 970,
-    "altar": 406,
-    "ambulance": 407,
-    "amphibian, amphibious vehicle": 408,
-    "analog clock": 409,
-    "anemone fish": 393,
-    "ant, emmet, pismire": 310,
-    "apiary, bee house": 410,
-    "apron": 411,
-    "armadillo": 363,
-    "artichoke, globe artichoke": 944,
-    "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin": 412,
-    "assault rifle, assault gun": 413,
-    "axolotl, mud puppy, Ambystoma mexicanum": 29,
-    "baboon": 372,
-    "backpack, back pack, knapsack, packsack, rucksack, haversack": 414,
-    "badger": 362,
-    "bagel, beigel": 931,
-    "bakery, bakeshop, bakehouse": 415,
-    "balance beam, beam": 416,
-    "bald eagle, American eagle, Haliaeetus leucocephalus": 22,
-    "balloon": 417,
-    "ballplayer, baseball player": 981,
-    "ballpoint, ballpoint pen, ballpen, Biro": 418,
-    "banana": 954,
-    "banded gecko": 38,
-    "banjo": 420,
-    "bannister, banister, balustrade, balusters, handrail": 421,
-    "barbell": 422,
-    "barber chair": 423,
-    "barbershop": 424,
-    "barn": 425,
-    "barn spider, Araneus cavaticus": 73,
-    "barometer": 426,
-    "barracouta, snoek": 389,
-    "barrel, cask": 427,
-    "barrow, garden cart, lawn cart, wheelbarrow": 428,
-    "baseball": 429,
-    "basenji": 253,
-    "basketball": 430,
-    "basset, basset hound": 161,
-    "bassinet": 431,
-    "bassoon": 432,
-    "bath towel": 434,
-    "bathing cap, swimming cap": 433,
-    "bathtub, bathing tub, bath, tub": 435,
-    "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon": 436,
-    "beacon, lighthouse, beacon light, pharos": 437,
-    "beagle": 162,
-    "beaker": 438,
-    "bearskin, busby, shako": 439,
-    "beaver": 337,
-    "bee": 309,
-    "bee eater": 92,
-    "beer bottle": 440,
-    "beer glass": 441,
-    "bell cote, bell cot": 442,
-    "bell pepper": 945,
-    "bib": 443,
-    "bicycle-built-for-two, tandem bicycle, tandem": 444,
-    "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis": 349,
-    "bikini, two-piece": 445,
-    "binder, ring-binder": 446,
-    "binoculars, field glasses, opera glasses": 447,
-    "birdhouse": 448,
-    "bison": 347,
-    "bittern": 133,
-    "black and gold garden spider, Argiope aurantia": 72,
-    "black grouse": 80,
-    "black stork, Ciconia nigra": 128,
-    "black swan, Cygnus atratus": 100,
-    "black widow, Latrodectus mactans": 75,
-    "black-and-tan coonhound": 165,
-    "black-footed ferret, ferret, Mustela nigripes": 359,
-    "bloodhound, sleuthhound": 163,
-    "bluetick": 164,
-    "boa constrictor, Constrictor constrictor": 61,
-    "boathouse": 449,
-    "bobsled, bobsleigh, bob": 450,
-    "bolete": 997,
-    "bolo tie, bolo, bola tie, bola": 451,
-    "bonnet, poke bonnet": 452,
-    "book jacket, dust cover, dust jacket, dust wrapper": 921,
-    "bookcase": 453,
-    "bookshop, bookstore, bookstall": 454,
-    "borzoi, Russian wolfhound": 169,
-    "bottlecap": 455,
-    "bow": 456,
-    "bow tie, bow-tie, bowtie": 457,
-    "box turtle, box tortoise": 37,
-    "boxer": 242,
-    "brain coral": 109,
-    "brambling, Fringilla montifringilla": 10,
-    "brass, memorial tablet, plaque": 458,
-    "brassiere, bra, bandeau": 459,
-    "breakwater, groin, groyne, mole, bulwark, seawall, jetty": 460,
-    "breastplate, aegis, egis": 461,
-    "briard": 226,
-    "broccoli": 937,
-    "broom": 462,
-    "brown bear, bruin, Ursus arctos": 294,
-    "bubble": 971,
-    "bucket, pail": 463,
-    "buckeye, horse chestnut, conker": 990,
-    "buckle": 464,
-    "bulbul": 16,
-    "bull mastiff": 243,
-    "bullet train, bullet": 466,
-    "bulletproof vest": 465,
-    "bullfrog, Rana catesbeiana": 30,
-    "burrito": 965,
-    "bustard": 138,
-    "butcher shop, meat market": 467,
-    "butternut squash": 942,
-    "cab, hack, taxi, taxicab": 468,
-    "cabbage butterfly": 324,
-    "cairn, cairn terrier": 192,
-    "caldron, cauldron": 469,
-    "can opener, tin opener": 473,
-    "candle, taper, wax light": 470,
-    "cannon": 471,
-    "canoe": 472,
-    "capuchin, ringtail, Cebus capucinus": 378,
-    "car mirror": 475,
-    "car wheel": 479,
-    "carbonara": 959,
-    "cardigan": 474,
-    "cardoon": 946,
-    "carousel, carrousel, merry-go-round, roundabout, whirligig": 476,
-    "carpenter's kit, tool kit": 477,
-    "carton": 478,
-    "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM": 480,
-    "cassette": 481,
-    "cassette player": 482,
-    "castle": 483,
-    "catamaran": 484,
-    "cauliflower": 938,
-    "cello, violoncello": 486,
-    "cellular telephone, cellular phone, cellphone, cell, mobile phone": 487,
-    "centipede": 79,
-    "chain": 488,
-    "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour": 490,
-    "chain saw, chainsaw": 491,
-    "chainlink fence": 489,
-    "chambered nautilus, pearly nautilus, nautilus": 117,
-    "cheeseburger": 933,
-    "cheetah, chetah, Acinonyx jubatus": 293,
-    "chest": 492,
-    "chickadee": 19,
-    "chiffonier, commode": 493,
-    "chime, bell, gong": 494,
-    "chimpanzee, chimp, Pan troglodytes": 367,
-    "china cabinet, china closet": 495,
-    "chiton, coat-of-mail shell, sea cradle, polyplacophore": 116,
-    "chocolate sauce, chocolate syrup": 960,
-    "chow, chow chow": 260,
-    "church, church building": 497,
-    "cicada, cicala": 316,
-    "cinema, movie theater, movie theatre, movie house, picture palace": 498,
-    "cleaver, meat cleaver, chopper": 499,
-    "cliff dwelling": 500,
-    "cliff, drop, drop-off": 972,
-    "cloak": 501,
-    "clog, geta, patten, sabot": 502,
-    "clumber, clumber spaniel": 216,
-    "cock": 7,
-    "cocker spaniel, English cocker spaniel, cocker": 219,
-    "cockroach, roach": 314,
-    "cocktail shaker": 503,
-    "coffee mug": 504,
-    "coffeepot": 505,
-    "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch": 391,
-    "coil, spiral, volute, whorl, helix": 506,
-    "collie": 231,
-    "colobus, colobus monkey": 375,
-    "combination lock": 507,
-    "comic book": 917,
-    "common iguana, iguana, Iguana iguana": 39,
-    "common newt, Triturus vulgaris": 26,
-    "computer keyboard, keypad": 508,
-    "conch": 112,
-    "confectionery, confectionary, candy store": 509,
-    "consomme": 925,
-    "container ship, containership, container vessel": 510,
-    "convertible": 511,
-    "coral fungus": 991,
-    "coral reef": 973,
-    "corkscrew, bottle screw": 512,
-    "corn": 987,
-    "cornet, horn, trumpet, trump": 513,
-    "coucal": 91,
-    "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor": 286,
-    "cowboy boot": 514,
-    "cowboy hat, ten-gallon hat": 515,
-    "coyote, prairie wolf, brush wolf, Canis latrans": 272,
-    "cradle": 516,
-    "crane": 517,
-    "crash helmet": 518,
-    "crate": 519,
-    "crayfish, crawfish, crawdad, crawdaddy": 124,
-    "crib, cot": 520,
-    "cricket": 312,
-    "croquet ball": 522,
-    "crossword puzzle, crossword": 918,
-    "crutch": 523,
-    "cucumber, cuke": 943,
-    "cuirass": 524,
-    "cup": 968,
-    "curly-coated retriever": 206,
-    "custard apple": 956,
-    "daisy": 985,
-    "dalmatian, coach dog, carriage dog": 251,
-    "dam, dike, dyke": 525,
-    "damselfly": 320,
-    "desk": 526,
-    "desktop computer": 527,
-    "dhole, Cuon alpinus": 274,
-    "dial telephone, dial phone": 528,
-    "diamondback, diamondback rattlesnake, Crotalus adamanteus": 67,
-    "diaper, nappy, napkin": 529,
-    "digital clock": 530,
-    "digital watch": 531,
-    "dingo, warrigal, warragal, Canis dingo": 273,
-    "dining table, board": 532,
-    "dishrag, dishcloth": 533,
-    "dishwasher, dish washer, dishwashing machine": 534,
-    "disk brake, disc brake": 535,
-    "dock, dockage, docking facility": 536,
-    "dogsled, dog sled, dog sleigh": 537,
-    "dome": 538,
-    "doormat, welcome mat": 539,
-    "dough": 961,
-    "dowitcher": 142,
-    "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk": 319,
-    "drake": 97,
-    "drilling platform, offshore rig": 540,
-    "drum, membranophone, tympan": 541,
-    "drumstick": 542,
-    "dugong, Dugong dugon": 149,
-    "dumbbell": 543,
-    "dung beetle": 305,
-    "ear, spike, capitulum": 998,
-    "earthstar": 995,
-    "echidna, spiny anteater, anteater": 102,
-    "eel": 390,
-    "eft": 27,
-    "eggnog": 969,
-    "electric fan, blower": 545,
-    "electric guitar": 546,
-    "electric locomotive": 547,
-    "electric ray, crampfish, numbfish, torpedo": 5,
-    "entertainment center": 548,
-    "envelope": 549,
-    "espresso": 967,
-    "espresso maker": 550,
-    "face powder": 551,
-    "feather boa, boa": 552,
-    "fiddler crab": 120,
-    "fig": 952,
-    "file, file cabinet, filing cabinet": 553,
-    "fire engine, fire truck": 555,
-    "fire screen, fireguard": 556,
-    "fireboat": 554,
-    "flagpole, flagstaff": 557,
-    "flamingo": 130,
-    "flat-coated retriever": 205,
-    "flatworm, platyhelminth": 110,
-    "flute, transverse flute": 558,
-    "fly": 308,
-    "folding chair": 559,
-    "football helmet": 560,
-    "forklift": 561,
-    "fountain": 562,
-    "fountain pen": 563,
-    "four-poster": 564,
-    "fox squirrel, eastern fox squirrel, Sciurus niger": 335,
-    "freight car": 565,
-    "frilled lizard, Chlamydosaurus kingi": 43,
-    "frying pan, frypan, skillet": 567,
-    "fur coat": 568,
-    "gar, garfish, garpike, billfish, Lepisosteus osseus": 395,
-    "garbage truck, dustcart": 569,
-    "garden spider, Aranea diademata": 74,
-    "garter snake, grass snake": 57,
-    "gas pump, gasoline pump, petrol pump, island dispenser": 571,
-    "gasmask, respirator, gas helmet": 570,
-    "gazelle": 353,
-    "geyser": 974,
-    "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca": 388,
-    "giant schnauzer": 197,
-    "gibbon, Hylobates lar": 368,
-    "go-kart": 573,
-    "goblet": 572,
-    "golden retriever": 207,
-    "goldfinch, Carduelis carduelis": 11,
-    "goldfish, Carassius auratus": 1,
-    "golf ball": 574,
-    "golfcart, golf cart": 575,
-    "gondola": 576,
-    "gong, tam-tam": 577,
-    "goose": 99,
-    "gorilla, Gorilla gorilla": 366,
-    "gown": 578,
-    "grand piano, grand": 579,
-    "grasshopper, hopper": 311,
-    "great grey owl, great gray owl, Strix nebulosa": 24,
-    "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias": 2,
-    "green lizard, Lacerta viridis": 46,
-    "green mamba": 64,
-    "green snake, grass snake": 55,
-    "greenhouse, nursery, glasshouse": 580,
-    "grey fox, gray fox, Urocyon cinereoargenteus": 280,
-    "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus": 147,
-    "grille, radiator grille": 581,
-    "grocery store, grocery, food market, market": 582,
-    "groenendael": 224,
-    "groom, bridegroom": 982,
-    "ground beetle, carabid beetle": 302,
-    "guacamole": 924,
-    "guenon, guenon monkey": 370,
-    "guillotine": 583,
-    "guinea pig, Cavia cobaya": 338,
-    "gyromitra": 993,
-    "hair slide": 584,
-    "hair spray": 585,
-    "half track": 586,
-    "hammer": 587,
-    "hammerhead, hammerhead shark": 4,
-    "hamper": 588,
-    "hamster": 333,
-    "hand blower, blow dryer, blow drier, hair dryer, hair drier": 589,
-    "hand-held computer, hand-held microcomputer": 590,
-    "handkerchief, hankie, hanky, hankey": 591,
-    "hard disc, hard disk, fixed disk": 592,
-    "hare": 331,
-    "harmonica, mouth organ, harp, mouth harp": 593,
-    "harp": 594,
-    "hartebeest": 351,
-    "harvester, reaper": 595,
-    "harvestman, daddy longlegs, Phalangium opilio": 70,
-    "hatchet": 596,
-    "hay": 958,
-    "head cabbage": 936,
-    "hen": 8,
-    "hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa": 996,
-    "hermit crab": 125,
-    "hip, rose hip, rosehip": 989,
-    "hippopotamus, hippo, river horse, Hippopotamus amphibius": 344,
-    "hog, pig, grunter, squealer, Sus scrofa": 341,
-    "hognose snake, puff adder, sand viper": 54,
-    "holster": 597,
-    "home theater, home theatre": 598,
-    "honeycomb": 599,
-    "hook, claw": 600,
-    "hoopskirt, crinoline": 601,
-    "horizontal bar, high bar": 602,
-    "hornbill": 93,
-    "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus": 66,
-    "horse cart, horse-cart": 603,
-    "hot pot, hotpot": 926,
-    "hotdog, hot dog, red hot": 934,
-    "hourglass": 604,
-    "house finch, linnet, Carpodacus mexicanus": 12,
-    "howler monkey, howler": 379,
-    "hummingbird": 94,
-    "hyena, hyaena": 276,
-    "iPod": 605,
-    "ibex, Capra ibex": 350,
-    "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus": 296,
-    "ice cream, icecream": 928,
-    "ice lolly, lolly, lollipop, popsicle": 929,
-    "impala, Aepyceros melampus": 352,
-    "indigo bunting, indigo finch, indigo bird, Passerina cyanea": 14,
-    "indri, indris, Indri indri, Indri brevicaudatus": 384,
-    "iron, smoothing iron": 606,
-    "isopod": 126,
-    "jacamar": 95,
-    "jack-o'-lantern": 607,
-    "jackfruit, jak, jack": 955,
-    "jaguar, panther, Panthera onca, Felis onca": 290,
-    "jay": 17,
-    "jean, blue jean, denim": 608,
-    "jeep, landrover": 609,
-    "jellyfish": 107,
-    "jersey, T-shirt, tee shirt": 610,
-    "jigsaw puzzle": 611,
-    "jinrikisha, ricksha, rickshaw": 612,
-    "joystick": 613,
-    "junco, snowbird": 13,
-    "keeshond": 261,
-    "kelpie": 227,
-    "killer whale, killer, orca, grampus, sea wolf, Orcinus orca": 148,
-    "kimono": 614,
-    "king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica": 121,
-    "king penguin, Aptenodytes patagonica": 145,
-    "king snake, kingsnake": 56,
-    "kit fox, Vulpes macrotis": 278,
-    "kite": 21,
-    "knee pad": 615,
-    "knot": 616,
-    "koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus": 105,
-    "komondor": 228,
-    "kuvasz": 222,
-    "lab coat, laboratory coat": 617,
-    "lacewing, lacewing fly": 318,
-    "ladle": 618,
-    "ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle": 301,
-    "lakeside, lakeshore": 975,
-    "lampshade, lamp shade": 619,
-    "langur": 374,
-    "laptop, laptop computer": 620,
-    "lawn mower, mower": 621,
-    "leaf beetle, chrysomelid": 304,
-    "leafhopper": 317,
-    "leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea": 34,
-    "lemon": 951,
-    "lens cap, lens cover": 622,
-    "leopard, Panthera pardus": 288,
-    "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens": 387,
-    "letter opener, paper knife, paperknife": 623,
-    "library": 624,
-    "lifeboat": 625,
-    "lighter, light, igniter, ignitor": 626,
-    "limousine, limo": 627,
-    "limpkin, Aramus pictus": 135,
-    "liner, ocean liner": 628,
-    "lion, king of beasts, Panthera leo": 291,
-    "lionfish": 396,
-    "lipstick, lip rouge": 629,
-    "little blue heron, Egretta caerulea": 131,
-    "llama": 355,
-    "loggerhead, loggerhead turtle, Caretta caretta": 33,
-    "long-horned beetle, longicorn, longicorn beetle": 303,
-    "lorikeet": 90,
-    "lotion": 631,
-    "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system": 632,
-    "loupe, jeweler's loupe": 633,
-    "lumbermill, sawmill": 634,
-    "lycaenid, lycaenid butterfly": 326,
-    "lynx, catamount": 287,
-    "macaque": 373,
-    "macaw": 88,
-    "magnetic compass": 635,
-    "magpie": 18,
-    "mailbag, postbag": 636,
-    "mailbox, letter box": 637,
-    "maillot": 638,
-    "maillot, tank suit": 639,
-    "malamute, malemute, Alaskan malamute": 249,
-    "malinois": 225,
-    "manhole cover": 640,
-    "mantis, mantid": 315,
-    "maraca": 641,
-    "marimba, xylophone": 642,
-    "marmoset": 377,
-    "marmot": 336,
-    "mashed potato": 935,
-    "mask": 643,
-    "matchstick": 644,
-    "maypole": 645,
-    "maze, labyrinth": 646,
-    "measuring cup": 647,
-    "meat loaf, meatloaf": 962,
-    "medicine chest, medicine cabinet": 648,
-    "meerkat, mierkat": 299,
-    "megalith, megalithic structure": 649,
-    "menu": 922,
-    "microphone, mike": 650,
-    "microwave, microwave oven": 651,
-    "military uniform": 652,
-    "milk can": 653,
-    "miniature pinscher": 237,
-    "miniature poodle": 266,
-    "miniature schnauzer": 196,
-    "minibus": 654,
-    "miniskirt, mini": 655,
-    "minivan": 656,
-    "mink": 357,
-    "missile": 657,
-    "mitten": 658,
-    "mixing bowl": 659,
-    "mobile home, manufactured home": 660,
-    "modem": 662,
-    "monarch, monarch butterfly, milkweed butterfly, Danaus plexippus": 323,
-    "monastery": 663,
-    "mongoose": 298,
-    "monitor": 664,
-    "moped": 665,
-    "mortar": 666,
-    "mortarboard": 667,
-    "mosque": 668,
-    "mosquito net": 669,
-    "motor scooter, scooter": 670,
-    "mountain bike, all-terrain bike, off-roader": 671,
-    "mountain tent": 672,
-    "mouse, computer mouse": 673,
-    "mousetrap": 674,
-    "moving van": 675,
-    "mud turtle": 35,
-    "mushroom": 947,
-    "muzzle": 676,
-    "nail": 677,
-    "neck brace": 678,
-    "necklace": 679,
-    "nematode, nematode worm, roundworm": 111,
-    "night snake, Hypsiglena torquata": 60,
-    "nipple": 680,
-    "notebook, notebook computer": 681,
-    "obelisk": 682,
-    "oboe, hautboy, hautbois": 683,
-    "ocarina, sweet potato": 684,
-    "odometer, hodometer, mileometer, milometer": 685,
-    "oil filter": 686,
-    "orange": 950,
-    "orangutan, orang, orangutang, Pongo pygmaeus": 365,
-    "organ, pipe organ": 687,
-    "oscilloscope, scope, cathode-ray oscilloscope, CRO": 688,
-    "ostrich, Struthio camelus": 9,
-    "otter": 360,
-    "otterhound, otter hound": 175,
-    "overskirt": 689,
-    "ox": 345,
-    "oxcart": 690,
-    "oxygen mask": 691,
-    "oystercatcher, oyster catcher": 143,
-    "packet": 692,
-    "paddle, boat paddle": 693,
-    "paddlewheel, paddle wheel": 694,
-    "padlock": 695,
-    "paintbrush": 696,
-    "pajama, pyjama, pj's, jammies": 697,
-    "palace": 698,
-    "panpipe, pandean pipe, syrinx": 699,
-    "paper towel": 700,
-    "papillon": 157,
-    "parachute, chute": 701,
-    "parallel bars, bars": 702,
-    "park bench": 703,
-    "parking meter": 704,
-    "partridge": 86,
-    "passenger car, coach, carriage": 705,
-    "patas, hussar monkey, Erythrocebus patas": 371,
-    "patio, terrace": 706,
-    "pay-phone, pay-station": 707,
-    "peacock": 84,
-    "pedestal, plinth, footstall": 708,
-    "pelican": 144,
-    "pencil box, pencil case": 709,
-    "pencil sharpener": 710,
-    "perfume, essence": 711,
-    "photocopier": 713,
-    "pick, plectrum, plectron": 714,
-    "pickelhaube": 715,
-    "picket fence, paling": 716,
-    "pickup, pickup truck": 717,
-    "pier": 718,
-    "piggy bank, penny bank": 719,
-    "pill bottle": 720,
-    "pillow": 721,
-    "pineapple, ananas": 953,
-    "ping-pong ball": 722,
-    "pinwheel": 723,
-    "pirate, pirate ship": 724,
-    "pitcher, ewer": 725,
-    "pizza, pizza pie": 963,
-    "plane, carpenter's plane, woodworking plane": 726,
-    "planetarium": 727,
-    "plastic bag": 728,
-    "plate": 923,
-    "plate rack": 729,
-    "platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus": 103,
-    "plow, plough": 730,
-    "plunger, plumber's helper": 731,
-    "pole": 733,
-    "polecat, fitch, foulmart, foumart, Mustela putorius": 358,
-    "police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria": 734,
-    "pomegranate": 957,
-    "poncho": 735,
-    "pool table, billiard table, snooker table": 736,
-    "pop bottle, soda bottle": 737,
-    "porcupine, hedgehog": 334,
-    "pot, flowerpot": 738,
-    "potpie": 964,
-    "potter's wheel": 739,
-    "power drill": 740,
-    "prairie chicken, prairie grouse, prairie fowl": 83,
-    "prayer rug, prayer mat": 741,
-    "pretzel": 932,
-    "printer": 742,
-    "prison, prison house": 743,
-    "proboscis monkey, Nasalis larvatus": 376,
-    "projectile, missile": 744,
-    "projector": 745,
-    "promontory, headland, head, foreland": 976,
-    "ptarmigan": 81,
-    "puck, hockey puck": 746,
-    "puffer, pufferfish, blowfish, globefish": 397,
-    "pug, pug-dog": 254,
-    "punching bag, punch bag, punching ball, punchball": 747,
-    "purse": 748,
-    "quail": 85,
-    "quill, quill pen": 749,
-    "quilt, comforter, comfort, puff": 750,
-    "racer, race car, racing car": 751,
-    "racket, racquet": 752,
-    "radiator": 753,
-    "radio telescope, radio reflector": 755,
-    "radio, wireless": 754,
-    "rain barrel": 756,
-    "ram, tup": 348,
-    "rapeseed": 984,
-    "recreational vehicle, RV, R.V.": 757,
-    "red fox, Vulpes vulpes": 277,
-    "red wine": 966,
-    "red wolf, maned wolf, Canis rufus, Canis niger": 271,
-    "red-backed sandpiper, dunlin, Erolia alpina": 140,
-    "red-breasted merganser, Mergus serrator": 98,
-    "redbone": 168,
-    "redshank, Tringa totanus": 141,
-    "reel": 758,
-    "reflex camera": 759,
-    "refrigerator, icebox": 760,
-    "remote control, remote": 761,
-    "restaurant, eating house, eating place, eatery": 762,
-    "revolver, six-gun, six-shooter": 763,
-    "rhinoceros beetle": 306,
-    "rifle": 764,
-    "ringlet, ringlet butterfly": 322,
-    "ringneck snake, ring-necked snake, ring snake": 53,
-    "robin, American robin, Turdus migratorius": 15,
-    "rock beauty, Holocanthus tricolor": 392,
-    "rock crab, Cancer irroratus": 119,
-    "rock python, rock snake, Python sebae": 62,
-    "rocking chair, rocker": 765,
-    "rotisserie": 766,
-    "rubber eraser, rubber, pencil eraser": 767,
-    "ruddy turnstone, Arenaria interpres": 139,
-    "ruffed grouse, partridge, Bonasa umbellus": 82,
-    "rugby ball": 768,
-    "rule, ruler": 769,
-    "running shoe": 770,
-    "safe": 771,
-    "safety pin": 772,
-    "saltshaker, salt shaker": 773,
-    "sandal": 774,
-    "sandbar, sand bar": 977,
-    "sarong": 775,
-    "sax, saxophone": 776,
-    "scabbard": 777,
-    "scale, weighing machine": 778,
-    "schipperke": 223,
-    "school bus": 779,
-    "schooner": 780,
-    "scoreboard": 781,
-    "scorpion": 71,
-    "screen, CRT screen": 782,
-    "screw": 783,
-    "screwdriver": 784,
-    "scuba diver": 983,
-    "sea anemone, anemone": 108,
-    "sea cucumber, holothurian": 329,
-    "sea lion": 150,
-    "sea slug, nudibranch": 115,
-    "sea snake": 65,
-    "sea urchin": 328,
-    "seashore, coast, seacoast, sea-coast": 978,
-    "seat belt, seatbelt": 785,
-    "sewing machine": 786,
-    "shield, buckler": 787,
-    "shoe shop, shoe-shop, shoe store": 788,
-    "shoji": 789,
-    "shopping basket": 790,
-    "shopping cart": 791,
-    "shovel": 792,
-    "shower cap": 793,
-    "shower curtain": 794,
-    "siamang, Hylobates syndactylus, Symphalangus syndactylus": 369,
-    "sidewinder, horned rattlesnake, Crotalus cerastes": 68,
-    "silky terrier, Sydney silky": 201,
-    "ski": 795,
-    "ski mask": 796,
-    "skunk, polecat, wood pussy": 361,
-    "sleeping bag": 797,
-    "slide rule, slipstick": 798,
-    "sliding door": 799,
-    "slot, one-armed bandit": 800,
-    "sloth bear, Melursus ursinus, Ursus ursinus": 297,
-    "slug": 114,
-    "snail": 113,
-    "snorkel": 801,
-    "snow leopard, ounce, Panthera uncia": 289,
-    "snowmobile": 802,
-    "snowplow, snowplough": 803,
-    "soap dispenser": 804,
-    "soccer ball": 805,
-    "sock": 806,
-    "soft-coated wheaten terrier": 202,
-    "solar dish, solar collector, solar furnace": 807,
-    "sombrero": 808,
-    "sorrel": 339,
-    "soup bowl": 809,
-    "space bar": 810,
-    "space heater": 811,
-    "space shuttle": 812,
-    "spaghetti squash": 940,
-    "spatula": 813,
-    "speedboat": 814,
-    "spider monkey, Ateles geoffroyi": 381,
-    "spider web, spider's web": 815,
-    "spindle": 816,
-    "spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish": 123,
-    "spoonbill": 129,
-    "sports car, sport car": 817,
-    "spotlight, spot": 818,
-    "spotted salamander, Ambystoma maculatum": 28,
-    "squirrel monkey, Saimiri sciureus": 382,
-    "stage": 819,
-    "standard poodle": 267,
-    "standard schnauzer": 198,
-    "starfish, sea star": 327,
-    "steam locomotive": 820,
-    "steel arch bridge": 821,
-    "steel drum": 822,
-    "stethoscope": 823,
-    "stingray": 6,
-    "stinkhorn, carrion fungus": 994,
-    "stole": 824,
-    "stone wall": 825,
-    "stopwatch, stop watch": 826,
-    "stove": 827,
-    "strainer": 828,
-    "strawberry": 949,
-    "street sign": 919,
-    "streetcar, tram, tramcar, trolley, trolley car": 829,
-    "stretcher": 830,
-    "studio couch, day bed": 831,
-    "stupa, tope": 832,
-    "sturgeon": 394,
-    "submarine, pigboat, sub, U-boat": 833,
-    "suit, suit of clothes": 834,
-    "sulphur butterfly, sulfur butterfly": 325,
-    "sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita": 89,
-    "sundial": 835,
-    "sunglass": 836,
-    "sunglasses, dark glasses, shades": 837,
-    "sunscreen, sunblock, sun blocker": 838,
-    "suspension bridge": 839,
-    "swab, swob, mop": 840,
-    "sweatshirt": 841,
-    "swimming trunks, bathing trunks": 842,
-    "swing": 843,
-    "switch, electric switch, electrical switch": 844,
-    "syringe": 845,
-    "tabby, tabby cat": 281,
-    "table lamp": 846,
-    "tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui": 32,
-    "tank, army tank, armored combat vehicle, armoured combat vehicle": 847,
-    "tape player": 848,
-    "tarantula": 76,
-    "teapot": 849,
-    "teddy, teddy bear": 850,
-    "television, television system": 851,
-    "tench, Tinca tinca": 0,
-    "tennis ball": 852,
-    "terrapin": 36,
-    "thatch, thatched roof": 853,
-    "theater curtain, theatre curtain": 854,
-    "thimble": 855,
-    "three-toed sloth, ai, Bradypus tridactylus": 364,
-    "thresher, thrasher, threshing machine": 856,
-    "throne": 857,
-    "thunder snake, worm snake, Carphophis amoenus": 52,
-    "tick": 78,
-    "tiger beetle": 300,
-    "tiger cat": 282,
-    "tiger shark, Galeocerdo cuvieri": 3,
-    "tiger, Panthera tigris": 292,
-    "tile roof": 858,
-    "timber wolf, grey wolf, gray wolf, Canis lupus": 269,
-    "titi, titi monkey": 380,
-    "toaster": 859,
-    "tobacco shop, tobacconist shop, tobacconist": 860,
-    "toilet seat": 861,
-    "toilet tissue, toilet paper, bathroom tissue": 999,
-    "torch": 862,
-    "totem pole": 863,
-    "toucan": 96,
-    "tow truck, tow car, wrecker": 864,
-    "toy poodle": 265,
-    "toy terrier": 158,
-    "toyshop": 865,
-    "tractor": 866,
-    "traffic light, traffic signal, stoplight": 920,
-    "trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi": 867,
-    "tray": 868,
-    "tree frog, tree-frog": 31,
-    "trench coat": 869,
-    "triceratops": 51,
-    "tricycle, trike, velocipede": 870,
-    "trifle": 927,
-    "trilobite": 69,
-    "trimaran": 871,
-    "tripod": 872,
-    "triumphal arch": 873,
-    "trolleybus, trolley coach, trackless trolley": 874,
-    "trombone": 875,
-    "tub, vat": 876,
-    "turnstile": 877,
-    "tusker": 101,
-    "typewriter keyboard": 878,
-    "umbrella": 879,
-    "unicycle, monocycle": 880,
-    "upright, upright piano": 881,
-    "vacuum, vacuum cleaner": 882,
-    "valley, vale": 979,
-    "vase": 883,
-    "vault": 884,
-    "velvet": 885,
-    "vending machine": 886,
-    "vestment": 887,
-    "viaduct": 888,
-    "vine snake": 59,
-    "violin, fiddle": 889,
-    "vizsla, Hungarian pointer": 211,
-    "volcano": 980,
-    "volleyball": 890,
-    "vulture": 23,
-    "waffle iron": 891,
-    "walking stick, walkingstick, stick insect": 313,
-    "wall clock": 892,
-    "wallaby, brush kangaroo": 104,
-    "wallet, billfold, notecase, pocketbook": 893,
-    "wardrobe, closet, press": 894,
-    "warplane, military plane": 895,
-    "warthog": 343,
-    "washbasin, handbasin, washbowl, lavabo, wash-hand basin": 896,
-    "washer, automatic washer, washing machine": 897,
-    "water bottle": 898,
-    "water buffalo, water ox, Asiatic buffalo, Bubalus bubalis": 346,
-    "water jug": 899,
-    "water ouzel, dipper": 20,
-    "water snake": 58,
-    "water tower": 900,
-    "weasel": 356,
-    "web site, website, internet site, site": 916,
-    "weevil": 307,
-    "whippet": 172,
-    "whiptail, whiptail lizard": 41,
-    "whiskey jug": 901,
-    "whistle": 902,
-    "white stork, Ciconia ciconia": 127,
-    "white wolf, Arctic wolf, Canis lupus tundrarum": 270,
-    "wig": 903,
-    "wild boar, boar, Sus scrofa": 342,
-    "window screen": 904,
-    "window shade": 905,
-    "wine bottle": 907,
-    "wing": 908,
-    "wire-haired fox terrier": 188,
-    "wok": 909,
-    "wolf spider, hunting spider": 77,
-    "wombat": 106,
-    "wood rabbit, cottontail, cottontail rabbit": 330,
-    "wooden spoon": 910,
-    "wool, woolen, woollen": 911,
-    "worm fence, snake fence, snake-rail fence, Virginia fence": 912,
-    "wreck": 913,
-    "yawl": 914,
-    "yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum": 986,
-    "yurt": 915,
-    "zebra": 340,
-    "zucchini, courgette": 939
   },
-  "layer_type": "bottleneck",
-  "model_type": "resnet",
-  "num_channels": 3,
   "torch_dtype": "float32",
-  "transformers_version": "4.18.0.dev0"
 }

 {
+  "_name_or_path": "optimum/distilbert-base-uncased-finetuned-banking77",
+  "activation": "gelu",
   "architectures": [
+    "DistilBertForSequenceClassification"
   ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
   "id2label": {
+    "0": "activate_my_card",
+    "1": "age_limit",
+    "2": "apple_pay_or_google_pay",
+    "3": "atm_support",
+    "4": "automatic_top_up",
+    "5": "balance_not_updated_after_bank_transfer",
+    "6": "balance_not_updated_after_cheque_or_cash_deposit",
+    "7": "beneficiary_not_allowed",
+    "8": "cancel_transfer",
+    "9": "card_about_to_expire",
+    "10": "card_acceptance",
+    "11": "card_arrival",
+    "12": "card_delivery_estimate",
+    "13": "card_linking",
+    "14": "card_not_working",
+    "15": "card_payment_fee_charged",
+    "16": "card_payment_not_recognised",
+    "17": "card_payment_wrong_exchange_rate",
+    "18": "card_swallowed",
+    "19": "cash_withdrawal_charge",
+    "20": "cash_withdrawal_not_recognised",
+    "21": "change_pin",
+    "22": "compromised_card",
+    "23": "contactless_not_working",
+    "24": "country_support",
+    "25": "declined_card_payment",
+    "26": "declined_cash_withdrawal",
+    "27": "declined_transfer",
+    "28": "direct_debit_payment_not_recognised",
+    "29": "disposable_card_limits",
+    "30": "edit_personal_details",
+    "31": "exchange_charge",
+    "32": "exchange_rate",
+    "33": "exchange_via_app",
+    "34": "extra_charge_on_statement",
+    "35": "failed_transfer",
+    "36": "fiat_currency_support",
+    "37": "get_disposable_virtual_card",
+    "38": "get_physical_card",
+    "39": "getting_spare_card",
+    "40": "getting_virtual_card",
+    "41": "lost_or_stolen_card",
+    "42": "lost_or_stolen_phone",
+    "43": "order_physical_card",
+    "44": "passcode_forgotten",
+    "45": "pending_card_payment",
+    "46": "pending_cash_withdrawal",
+    "47": "pending_top_up",
+    "48": "pending_transfer",
+    "49": "pin_blocked",
+    "50": "receiving_money",
+    "51": "Refund_not_showing_up",
+    "52": "request_refund",
+    "53": "reverted_card_payment?",
+    "54": "supported_cards_and_currencies",
+    "55": "terminate_account",
+    "56": "top_up_by_bank_transfer_charge",
+    "57": "top_up_by_card_charge",
+    "58": "top_up_by_cash_or_cheque",
+    "59": "top_up_failed",
+    "60": "top_up_limits",
+    "61": "top_up_reverted",
+    "62": "topping_up_by_card",
+    "63": "transaction_charged_twice",
+    "64": "transfer_fee_charged",
+    "65": "transfer_into_account",
+    "66": "transfer_not_received_by_recipient",
+    "67": "transfer_timing",
+    "68": "unable_to_verify_identity",
+    "69": "verify_my_identity",
+    "70": "verify_source_of_funds",
+    "71": "verify_top_up",
+    "72": "virtual_card_not_working",
+    "73": "visa_or_mastercard",
+    "74": "why_verify_identity",
+    "75": "wrong_amount_of_cash_received",
+    "76": "wrong_exchange_rate_for_cash_withdrawal"
   },
+  "initializer_range": 0.02,
   "label2id": {
+    "Refund_not_showing_up": 51,
+    "activate_my_card": 0,
+    "age_limit": 1,
+    "apple_pay_or_google_pay": 2,
+    "atm_support": 3,
+    "automatic_top_up": 4,
+    "balance_not_updated_after_bank_transfer": 5,
+    "balance_not_updated_after_cheque_or_cash_deposit": 6,
+    "beneficiary_not_allowed": 7,
+    "cancel_transfer": 8,
+    "card_about_to_expire": 9,
+    "card_acceptance": 10,
+    "card_arrival": 11,
+    "card_delivery_estimate": 12,
+    "card_linking": 13,
+    "card_not_working": 14,
+    "card_payment_fee_charged": 15,
+    "card_payment_not_recognised": 16,
+    "card_payment_wrong_exchange_rate": 17,
+    "card_swallowed": 18,
+    "cash_withdrawal_charge": 19,
+    "cash_withdrawal_not_recognised": 20,
+    "change_pin": 21,
+    "compromised_card": 22,
+    "contactless_not_working": 23,
+    "country_support": 24,
+    "declined_card_payment": 25,
+    "declined_cash_withdrawal": 26,
+    "declined_transfer": 27,
+    "direct_debit_payment_not_recognised": 28,
+    "disposable_card_limits": 29,
+    "edit_personal_details": 30,
+    "exchange_charge": 31,
+    "exchange_rate": 32,
+    "exchange_via_app": 33,
+    "extra_charge_on_statement": 34,
+    "failed_transfer": 35,
+    "fiat_currency_support": 36,
+    "get_disposable_virtual_card": 37,
+    "get_physical_card": 38,
+    "getting_spare_card": 39,
+    "getting_virtual_card": 40,
+    "lost_or_stolen_card": 41,
+    "lost_or_stolen_phone": 42,
+    "order_physical_card": 43,
+    "passcode_forgotten": 44,
+    "pending_card_payment": 45,
+    "pending_cash_withdrawal": 46,
+    "pending_top_up": 47,
+    "pending_transfer": 48,
+    "pin_blocked": 49,
+    "receiving_money": 50,
+    "request_refund": 52,
+    "reverted_card_payment?": 53,
+    "supported_cards_and_currencies": 54,
+    "terminate_account": 55,
+    "top_up_by_bank_transfer_charge": 56,
+    "top_up_by_card_charge": 57,
+    "top_up_by_cash_or_cheque": 58,
+    "top_up_failed": 59,
+    "top_up_limits": 60,
+    "top_up_reverted": 61,
+    "topping_up_by_card": 62,
+    "transaction_charged_twice": 63,
+    "transfer_fee_charged": 64,
+    "transfer_into_account": 65,
+    "transfer_not_received_by_recipient": 66,
+    "transfer_timing": 67,
+    "unable_to_verify_identity": 68,
+    "verify_my_identity": 69,
+    "verify_source_of_funds": 70,
+    "verify_top_up": 71,
+    "virtual_card_not_working": 72,
+    "visa_or_mastercard": 73,
+    "why_verify_identity": 74,
+    "wrong_amount_of_cash_received": 75,
+    "wrong_exchange_rate_for_cash_withdrawal": 76
   },
+  "max_position_embeddings": 512,
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "problem_type": "single_label_classification",
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
   "torch_dtype": "float32",
+  "transformers_version": "4.19.2",
+  "vocab_size": 30522
 }

handler.py ADDED Viewed

	@@ -0,0 +1,51 @@

+from typing import  Dict, List, Any
+# import torch
+from transformers import DistilBertTokenizer, DistilBertForSequenceClassification
+# from optimum.onnxruntime import ORTModelForSequenceClassification
+from transformers import AutoModel
+# from transformers import AutoModelForSequenceClassification, AutoTokenizer
+from transformers import pipeline, AutoTokenizer
+# checkpoint = "distilbert-base-uncased-finetuned-sst-2-english"
+checkpoint = "distilbert-base-uncased"
+class EndpointHandler():
+    def __init__(self, path=""):
+        # load the optimized model
+        # model = ORTModelForSequenceClassification.from_pretrained(path)
+        # model = AutoModel.from_pretrained(checkpoint)
+        # model = AutoModelForSequenceClassification.from_pretrained(checkpoint)
+        # tokenizer = AutoTokenizer.from_pretrained(path)
+        # tokenizer = AutoTokenizer.from_pretrained(pretrained_model_name_or_path=checkpoint)
+        model = DistilBertForSequenceClassification.from_pretrained(checkpoint)
+        tokenizer = DistilBertTokenizer.from_pretrained(checkpoint)
+        # create inference pipeline
+        self.pipeline = pipeline("text-classification", model=model, tokenizer=tokenizer)
+    def __call__(self, data: Any) -> List[List[Dict[str, float]]]:
+        """
+        Args:
+            data (:obj:):
+                includes the input data and the parameters for the inference.
+        Return:
+            A :obj:`list`:. The object returned should be a list of one list like [[{"label": 0.9939950108528137}]] containing :
+                - "label": A string representing what the label/class is. There can be multiple labels.
+                - "score": A score between 0 and 1 describing how confident the model is for this label/class.
+        """
+        inputs = data.pop("inputs", data)
+        parameters = data.pop("parameters", None)
+        # pass inputs with all kwargs in data
+        if parameters is not None:
+            prediction = self.pipeline(inputs, **parameters)
+        else:
+            prediction = self.pipeline(inputs)
+        # postprocess the prediction
+        return prediction

other/.gitattributes ADDED Viewed

	@@ -0,0 +1,34 @@

+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

other/config.json ADDED Viewed

	@@ -0,0 +1,2028 @@

+{
+  "architectures": [
+    "ResNetForImageClassification"
+  ],
+  "depths": [
+    3,
+    4,
+    6,
+    3
+  ],
+  "downsample_in_first_stage": false,
+  "embedding_size": 64,
+  "hidden_act": "relu",
+  "hidden_sizes": [
+    256,
+    512,
+    1024,
+    2048
+  ],
+  "id2label": {
+    "0": "tench, Tinca tinca",
+    "1": "goldfish, Carassius auratus",
+    "2": "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias",
+    "3": "tiger shark, Galeocerdo cuvieri",
+    "4": "hammerhead, hammerhead shark",
+    "5": "electric ray, crampfish, numbfish, torpedo",
+    "6": "stingray",
+    "7": "cock",
+    "8": "hen",
+    "9": "ostrich, Struthio camelus",
+    "10": "brambling, Fringilla montifringilla",
+    "11": "goldfinch, Carduelis carduelis",
+    "12": "house finch, linnet, Carpodacus mexicanus",
+    "13": "junco, snowbird",
+    "14": "indigo bunting, indigo finch, indigo bird, Passerina cyanea",
+    "15": "robin, American robin, Turdus migratorius",
+    "16": "bulbul",
+    "17": "jay",
+    "18": "magpie",
+    "19": "chickadee",
+    "20": "water ouzel, dipper",
+    "21": "kite",
+    "22": "bald eagle, American eagle, Haliaeetus leucocephalus",
+    "23": "vulture",
+    "24": "great grey owl, great gray owl, Strix nebulosa",
+    "25": "European fire salamander, Salamandra salamandra",
+    "26": "common newt, Triturus vulgaris",
+    "27": "eft",
+    "28": "spotted salamander, Ambystoma maculatum",
+    "29": "axolotl, mud puppy, Ambystoma mexicanum",
+    "30": "bullfrog, Rana catesbeiana",
+    "31": "tree frog, tree-frog",
+    "32": "tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui",
+    "33": "loggerhead, loggerhead turtle, Caretta caretta",
+    "34": "leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea",
+    "35": "mud turtle",
+    "36": "terrapin",
+    "37": "box turtle, box tortoise",
+    "38": "banded gecko",
+    "39": "common iguana, iguana, Iguana iguana",
+    "40": "American chameleon, anole, Anolis carolinensis",
+    "41": "whiptail, whiptail lizard",
+    "42": "agama",
+    "43": "frilled lizard, Chlamydosaurus kingi",
+    "44": "alligator lizard",
+    "45": "Gila monster, Heloderma suspectum",
+    "46": "green lizard, Lacerta viridis",
+    "47": "African chameleon, Chamaeleo chamaeleon",
+    "48": "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis",
+    "49": "African crocodile, Nile crocodile, Crocodylus niloticus",
+    "50": "American alligator, Alligator mississipiensis",
+    "51": "triceratops",
+    "52": "thunder snake, worm snake, Carphophis amoenus",
+    "53": "ringneck snake, ring-necked snake, ring snake",
+    "54": "hognose snake, puff adder, sand viper",
+    "55": "green snake, grass snake",
+    "56": "king snake, kingsnake",
+    "57": "garter snake, grass snake",
+    "58": "water snake",
+    "59": "vine snake",
+    "60": "night snake, Hypsiglena torquata",
+    "61": "boa constrictor, Constrictor constrictor",
+    "62": "rock python, rock snake, Python sebae",
+    "63": "Indian cobra, Naja naja",
+    "64": "green mamba",
+    "65": "sea snake",
+    "66": "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus",
+    "67": "diamondback, diamondback rattlesnake, Crotalus adamanteus",
+    "68": "sidewinder, horned rattlesnake, Crotalus cerastes",
+    "69": "trilobite",
+    "70": "harvestman, daddy longlegs, Phalangium opilio",
+    "71": "scorpion",
+    "72": "black and gold garden spider, Argiope aurantia",
+    "73": "barn spider, Araneus cavaticus",
+    "74": "garden spider, Aranea diademata",
+    "75": "black widow, Latrodectus mactans",
+    "76": "tarantula",
+    "77": "wolf spider, hunting spider",
+    "78": "tick",
+    "79": "centipede",
+    "80": "black grouse",
+    "81": "ptarmigan",
+    "82": "ruffed grouse, partridge, Bonasa umbellus",
+    "83": "prairie chicken, prairie grouse, prairie fowl",
+    "84": "peacock",
+    "85": "quail",
+    "86": "partridge",
+    "87": "African grey, African gray, Psittacus erithacus",
+    "88": "macaw",
+    "89": "sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita",
+    "90": "lorikeet",
+    "91": "coucal",
+    "92": "bee eater",
+    "93": "hornbill",
+    "94": "hummingbird",
+    "95": "jacamar",
+    "96": "toucan",
+    "97": "drake",
+    "98": "red-breasted merganser, Mergus serrator",
+    "99": "goose",
+    "100": "black swan, Cygnus atratus",
+    "101": "tusker",
+    "102": "echidna, spiny anteater, anteater",
+    "103": "platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus",
+    "104": "wallaby, brush kangaroo",
+    "105": "koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus",
+    "106": "wombat",
+    "107": "jellyfish",
+    "108": "sea anemone, anemone",
+    "109": "brain coral",
+    "110": "flatworm, platyhelminth",
+    "111": "nematode, nematode worm, roundworm",
+    "112": "conch",
+    "113": "snail",
+    "114": "slug",
+    "115": "sea slug, nudibranch",
+    "116": "chiton, coat-of-mail shell, sea cradle, polyplacophore",
+    "117": "chambered nautilus, pearly nautilus, nautilus",
+    "118": "Dungeness crab, Cancer magister",
+    "119": "rock crab, Cancer irroratus",
+    "120": "fiddler crab",
+    "121": "king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica",
+    "122": "American lobster, Northern lobster, Maine lobster, Homarus americanus",
+    "123": "spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish",
+    "124": "crayfish, crawfish, crawdad, crawdaddy",
+    "125": "hermit crab",
+    "126": "isopod",
+    "127": "white stork, Ciconia ciconia",
+    "128": "black stork, Ciconia nigra",
+    "129": "spoonbill",
+    "130": "flamingo",
+    "131": "little blue heron, Egretta caerulea",
+    "132": "American egret, great white heron, Egretta albus",
+    "133": "bittern",
+    "134": "crane",
+    "135": "limpkin, Aramus pictus",
+    "136": "European gallinule, Porphyrio porphyrio",
+    "137": "American coot, marsh hen, mud hen, water hen, Fulica americana",
+    "138": "bustard",
+    "139": "ruddy turnstone, Arenaria interpres",
+    "140": "red-backed sandpiper, dunlin, Erolia alpina",
+    "141": "redshank, Tringa totanus",
+    "142": "dowitcher",
+    "143": "oystercatcher, oyster catcher",
+    "144": "pelican",
+    "145": "king penguin, Aptenodytes patagonica",
+    "146": "albatross, mollymawk",
+    "147": "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus",
+    "148": "killer whale, killer, orca, grampus, sea wolf, Orcinus orca",
+    "149": "dugong, Dugong dugon",
+    "150": "sea lion",
+    "151": "Chihuahua",
+    "152": "Japanese spaniel",
+    "153": "Maltese dog, Maltese terrier, Maltese",
+    "154": "Pekinese, Pekingese, Peke",
+    "155": "Shih-Tzu",
+    "156": "Blenheim spaniel",
+    "157": "papillon",
+    "158": "toy terrier",
+    "159": "Rhodesian ridgeback",
+    "160": "Afghan hound, Afghan",
+    "161": "basset, basset hound",
+    "162": "beagle",
+    "163": "bloodhound, sleuthhound",
+    "164": "bluetick",
+    "165": "black-and-tan coonhound",
+    "166": "Walker hound, Walker foxhound",
+    "167": "English foxhound",
+    "168": "redbone",
+    "169": "borzoi, Russian wolfhound",
+    "170": "Irish wolfhound",
+    "171": "Italian greyhound",
+    "172": "whippet",
+    "173": "Ibizan hound, Ibizan Podenco",
+    "174": "Norwegian elkhound, elkhound",
+    "175": "otterhound, otter hound",
+    "176": "Saluki, gazelle hound",
+    "177": "Scottish deerhound, deerhound",
+    "178": "Weimaraner",
+    "179": "Staffordshire bullterrier, Staffordshire bull terrier",
+    "180": "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier",
+    "181": "Bedlington terrier",
+    "182": "Border terrier",
+    "183": "Kerry blue terrier",
+    "184": "Irish terrier",
+    "185": "Norfolk terrier",
+    "186": "Norwich terrier",
+    "187": "Yorkshire terrier",
+    "188": "wire-haired fox terrier",
+    "189": "Lakeland terrier",
+    "190": "Sealyham terrier, Sealyham",
+    "191": "Airedale, Airedale terrier",
+    "192": "cairn, cairn terrier",
+    "193": "Australian terrier",
+    "194": "Dandie Dinmont, Dandie Dinmont terrier",
+    "195": "Boston bull, Boston terrier",
+    "196": "miniature schnauzer",
+    "197": "giant schnauzer",
+    "198": "standard schnauzer",
+    "199": "Scotch terrier, Scottish terrier, Scottie",
+    "200": "Tibetan terrier, chrysanthemum dog",
+    "201": "silky terrier, Sydney silky",
+    "202": "soft-coated wheaten terrier",
+    "203": "West Highland white terrier",
+    "204": "Lhasa, Lhasa apso",
+    "205": "flat-coated retriever",
+    "206": "curly-coated retriever",
+    "207": "golden retriever",
+    "208": "Labrador retriever",
+    "209": "Chesapeake Bay retriever",
+    "210": "German short-haired pointer",
+    "211": "vizsla, Hungarian pointer",
+    "212": "English setter",
+    "213": "Irish setter, red setter",
+    "214": "Gordon setter",
+    "215": "Brittany spaniel",
+    "216": "clumber, clumber spaniel",
+    "217": "English springer, English springer spaniel",
+    "218": "Welsh springer spaniel",
+    "219": "cocker spaniel, English cocker spaniel, cocker",
+    "220": "Sussex spaniel",
+    "221": "Irish water spaniel",
+    "222": "kuvasz",
+    "223": "schipperke",
+    "224": "groenendael",
+    "225": "malinois",
+    "226": "briard",
+    "227": "kelpie",
+    "228": "komondor",
+    "229": "Old English sheepdog, bobtail",
+    "230": "Shetland sheepdog, Shetland sheep dog, Shetland",
+    "231": "collie",
+    "232": "Border collie",
+    "233": "Bouvier des Flandres, Bouviers des Flandres",
+    "234": "Rottweiler",
+    "235": "German shepherd, German shepherd dog, German police dog, alsatian",
+    "236": "Doberman, Doberman pinscher",
+    "237": "miniature pinscher",
+    "238": "Greater Swiss Mountain dog",
+    "239": "Bernese mountain dog",
+    "240": "Appenzeller",
+    "241": "EntleBucher",
+    "242": "boxer",
+    "243": "bull mastiff",
+    "244": "Tibetan mastiff",
+    "245": "French bulldog",
+    "246": "Great Dane",
+    "247": "Saint Bernard, St Bernard",
+    "248": "Eskimo dog, husky",
+    "249": "malamute, malemute, Alaskan malamute",
+    "250": "Siberian husky",
+    "251": "dalmatian, coach dog, carriage dog",
+    "252": "affenpinscher, monkey pinscher, monkey dog",
+    "253": "basenji",
+    "254": "pug, pug-dog",
+    "255": "Leonberg",
+    "256": "Newfoundland, Newfoundland dog",
+    "257": "Great Pyrenees",
+    "258": "Samoyed, Samoyede",
+    "259": "Pomeranian",
+    "260": "chow, chow chow",
+    "261": "keeshond",
+    "262": "Brabancon griffon",
+    "263": "Pembroke, Pembroke Welsh corgi",
+    "264": "Cardigan, Cardigan Welsh corgi",
+    "265": "toy poodle",
+    "266": "miniature poodle",
+    "267": "standard poodle",
+    "268": "Mexican hairless",
+    "269": "timber wolf, grey wolf, gray wolf, Canis lupus",
+    "270": "white wolf, Arctic wolf, Canis lupus tundrarum",
+    "271": "red wolf, maned wolf, Canis rufus, Canis niger",
+    "272": "coyote, prairie wolf, brush wolf, Canis latrans",
+    "273": "dingo, warrigal, warragal, Canis dingo",
+    "274": "dhole, Cuon alpinus",
+    "275": "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus",
+    "276": "hyena, hyaena",
+    "277": "red fox, Vulpes vulpes",
+    "278": "kit fox, Vulpes macrotis",
+    "279": "Arctic fox, white fox, Alopex lagopus",
+    "280": "grey fox, gray fox, Urocyon cinereoargenteus",
+    "281": "tabby, tabby cat",
+    "282": "tiger cat",
+    "283": "Persian cat",
+    "284": "Siamese cat, Siamese",
+    "285": "Egyptian cat",
+    "286": "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor",
+    "287": "lynx, catamount",
+    "288": "leopard, Panthera pardus",
+    "289": "snow leopard, ounce, Panthera uncia",
+    "290": "jaguar, panther, Panthera onca, Felis onca",
+    "291": "lion, king of beasts, Panthera leo",
+    "292": "tiger, Panthera tigris",
+    "293": "cheetah, chetah, Acinonyx jubatus",
+    "294": "brown bear, bruin, Ursus arctos",
+    "295": "American black bear, black bear, Ursus americanus, Euarctos americanus",
+    "296": "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus",
+    "297": "sloth bear, Melursus ursinus, Ursus ursinus",
+    "298": "mongoose",
+    "299": "meerkat, mierkat",
+    "300": "tiger beetle",
+    "301": "ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle",
+    "302": "ground beetle, carabid beetle",
+    "303": "long-horned beetle, longicorn, longicorn beetle",
+    "304": "leaf beetle, chrysomelid",
+    "305": "dung beetle",
+    "306": "rhinoceros beetle",
+    "307": "weevil",
+    "308": "fly",
+    "309": "bee",
+    "310": "ant, emmet, pismire",
+    "311": "grasshopper, hopper",
+    "312": "cricket",
+    "313": "walking stick, walkingstick, stick insect",
+    "314": "cockroach, roach",
+    "315": "mantis, mantid",
+    "316": "cicada, cicala",
+    "317": "leafhopper",
+    "318": "lacewing, lacewing fly",
+    "319": "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk",
+    "320": "damselfly",
+    "321": "admiral",
+    "322": "ringlet, ringlet butterfly",
+    "323": "monarch, monarch butterfly, milkweed butterfly, Danaus plexippus",
+    "324": "cabbage butterfly",
+    "325": "sulphur butterfly, sulfur butterfly",
+    "326": "lycaenid, lycaenid butterfly",
+    "327": "starfish, sea star",
+    "328": "sea urchin",
+    "329": "sea cucumber, holothurian",
+    "330": "wood rabbit, cottontail, cottontail rabbit",
+    "331": "hare",
+    "332": "Angora, Angora rabbit",
+    "333": "hamster",
+    "334": "porcupine, hedgehog",
+    "335": "fox squirrel, eastern fox squirrel, Sciurus niger",
+    "336": "marmot",
+    "337": "beaver",
+    "338": "guinea pig, Cavia cobaya",
+    "339": "sorrel",
+    "340": "zebra",
+    "341": "hog, pig, grunter, squealer, Sus scrofa",
+    "342": "wild boar, boar, Sus scrofa",
+    "343": "warthog",
+    "344": "hippopotamus, hippo, river horse, Hippopotamus amphibius",
+    "345": "ox",
+    "346": "water buffalo, water ox, Asiatic buffalo, Bubalus bubalis",
+    "347": "bison",
+    "348": "ram, tup",
+    "349": "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis",
+    "350": "ibex, Capra ibex",
+    "351": "hartebeest",
+    "352": "impala, Aepyceros melampus",
+    "353": "gazelle",
+    "354": "Arabian camel, dromedary, Camelus dromedarius",
+    "355": "llama",
+    "356": "weasel",
+    "357": "mink",
+    "358": "polecat, fitch, foulmart, foumart, Mustela putorius",
+    "359": "black-footed ferret, ferret, Mustela nigripes",
+    "360": "otter",
+    "361": "skunk, polecat, wood pussy",
+    "362": "badger",
+    "363": "armadillo",
+    "364": "three-toed sloth, ai, Bradypus tridactylus",
+    "365": "orangutan, orang, orangutang, Pongo pygmaeus",
+    "366": "gorilla, Gorilla gorilla",
+    "367": "chimpanzee, chimp, Pan troglodytes",
+    "368": "gibbon, Hylobates lar",
+    "369": "siamang, Hylobates syndactylus, Symphalangus syndactylus",
+    "370": "guenon, guenon monkey",
+    "371": "patas, hussar monkey, Erythrocebus patas",
+    "372": "baboon",
+    "373": "macaque",
+    "374": "langur",
+    "375": "colobus, colobus monkey",
+    "376": "proboscis monkey, Nasalis larvatus",
+    "377": "marmoset",
+    "378": "capuchin, ringtail, Cebus capucinus",
+    "379": "howler monkey, howler",
+    "380": "titi, titi monkey",
+    "381": "spider monkey, Ateles geoffroyi",
+    "382": "squirrel monkey, Saimiri sciureus",
+    "383": "Madagascar cat, ring-tailed lemur, Lemur catta",
+    "384": "indri, indris, Indri indri, Indri brevicaudatus",
+    "385": "Indian elephant, Elephas maximus",
+    "386": "African elephant, Loxodonta africana",
+    "387": "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens",
+    "388": "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca",
+    "389": "barracouta, snoek",
+    "390": "eel",
+    "391": "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch",
+    "392": "rock beauty, Holocanthus tricolor",
+    "393": "anemone fish",
+    "394": "sturgeon",
+    "395": "gar, garfish, garpike, billfish, Lepisosteus osseus",
+    "396": "lionfish",
+    "397": "puffer, pufferfish, blowfish, globefish",
+    "398": "abacus",
+    "399": "abaya",
+    "400": "academic gown, academic robe, judge's robe",
+    "401": "accordion, piano accordion, squeeze box",
+    "402": "acoustic guitar",
+    "403": "aircraft carrier, carrier, flattop, attack aircraft carrier",
+    "404": "airliner",
+    "405": "airship, dirigible",
+    "406": "altar",
+    "407": "ambulance",
+    "408": "amphibian, amphibious vehicle",
+    "409": "analog clock",
+    "410": "apiary, bee house",
+    "411": "apron",
+    "412": "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin",
+    "413": "assault rifle, assault gun",
+    "414": "backpack, back pack, knapsack, packsack, rucksack, haversack",
+    "415": "bakery, bakeshop, bakehouse",
+    "416": "balance beam, beam",
+    "417": "balloon",
+    "418": "ballpoint, ballpoint pen, ballpen, Biro",
+    "419": "Band Aid",
+    "420": "banjo",
+    "421": "bannister, banister, balustrade, balusters, handrail",
+    "422": "barbell",
+    "423": "barber chair",
+    "424": "barbershop",
+    "425": "barn",
+    "426": "barometer",
+    "427": "barrel, cask",
+    "428": "barrow, garden cart, lawn cart, wheelbarrow",
+    "429": "baseball",
+    "430": "basketball",
+    "431": "bassinet",
+    "432": "bassoon",
+    "433": "bathing cap, swimming cap",
+    "434": "bath towel",
+    "435": "bathtub, bathing tub, bath, tub",
+    "436": "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon",
+    "437": "beacon, lighthouse, beacon light, pharos",
+    "438": "beaker",
+    "439": "bearskin, busby, shako",
+    "440": "beer bottle",
+    "441": "beer glass",
+    "442": "bell cote, bell cot",
+    "443": "bib",
+    "444": "bicycle-built-for-two, tandem bicycle, tandem",
+    "445": "bikini, two-piece",
+    "446": "binder, ring-binder",
+    "447": "binoculars, field glasses, opera glasses",
+    "448": "birdhouse",
+    "449": "boathouse",
+    "450": "bobsled, bobsleigh, bob",
+    "451": "bolo tie, bolo, bola tie, bola",
+    "452": "bonnet, poke bonnet",
+    "453": "bookcase",
+    "454": "bookshop, bookstore, bookstall",
+    "455": "bottlecap",
+    "456": "bow",
+    "457": "bow tie, bow-tie, bowtie",
+    "458": "brass, memorial tablet, plaque",
+    "459": "brassiere, bra, bandeau",
+    "460": "breakwater, groin, groyne, mole, bulwark, seawall, jetty",
+    "461": "breastplate, aegis, egis",
+    "462": "broom",
+    "463": "bucket, pail",
+    "464": "buckle",
+    "465": "bulletproof vest",
+    "466": "bullet train, bullet",
+    "467": "butcher shop, meat market",
+    "468": "cab, hack, taxi, taxicab",
+    "469": "caldron, cauldron",
+    "470": "candle, taper, wax light",
+    "471": "cannon",
+    "472": "canoe",
+    "473": "can opener, tin opener",
+    "474": "cardigan",
+    "475": "car mirror",
+    "476": "carousel, carrousel, merry-go-round, roundabout, whirligig",
+    "477": "carpenter's kit, tool kit",
+    "478": "carton",
+    "479": "car wheel",
+    "480": "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM",
+    "481": "cassette",
+    "482": "cassette player",
+    "483": "castle",
+    "484": "catamaran",
+    "485": "CD player",
+    "486": "cello, violoncello",
+    "487": "cellular telephone, cellular phone, cellphone, cell, mobile phone",
+    "488": "chain",
+    "489": "chainlink fence",
+    "490": "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour",
+    "491": "chain saw, chainsaw",
+    "492": "chest",
+    "493": "chiffonier, commode",
+    "494": "chime, bell, gong",
+    "495": "china cabinet, china closet",
+    "496": "Christmas stocking",
+    "497": "church, church building",
+    "498": "cinema, movie theater, movie theatre, movie house, picture palace",
+    "499": "cleaver, meat cleaver, chopper",
+    "500": "cliff dwelling",
+    "501": "cloak",
+    "502": "clog, geta, patten, sabot",
+    "503": "cocktail shaker",
+    "504": "coffee mug",
+    "505": "coffeepot",
+    "506": "coil, spiral, volute, whorl, helix",
+    "507": "combination lock",
+    "508": "computer keyboard, keypad",
+    "509": "confectionery, confectionary, candy store",
+    "510": "container ship, containership, container vessel",
+    "511": "convertible",
+    "512": "corkscrew, bottle screw",
+    "513": "cornet, horn, trumpet, trump",
+    "514": "cowboy boot",
+    "515": "cowboy hat, ten-gallon hat",
+    "516": "cradle",
+    "517": "crane",
+    "518": "crash helmet",
+    "519": "crate",
+    "520": "crib, cot",
+    "521": "Crock Pot",
+    "522": "croquet ball",
+    "523": "crutch",
+    "524": "cuirass",
+    "525": "dam, dike, dyke",
+    "526": "desk",
+    "527": "desktop computer",
+    "528": "dial telephone, dial phone",
+    "529": "diaper, nappy, napkin",
+    "530": "digital clock",
+    "531": "digital watch",
+    "532": "dining table, board",
+    "533": "dishrag, dishcloth",
+    "534": "dishwasher, dish washer, dishwashing machine",
+    "535": "disk brake, disc brake",
+    "536": "dock, dockage, docking facility",
+    "537": "dogsled, dog sled, dog sleigh",
+    "538": "dome",
+    "539": "doormat, welcome mat",
+    "540": "drilling platform, offshore rig",
+    "541": "drum, membranophone, tympan",
+    "542": "drumstick",
+    "543": "dumbbell",
+    "544": "Dutch oven",
+    "545": "electric fan, blower",
+    "546": "electric guitar",
+    "547": "electric locomotive",
+    "548": "entertainment center",
+    "549": "envelope",
+    "550": "espresso maker",
+    "551": "face powder",
+    "552": "feather boa, boa",
+    "553": "file, file cabinet, filing cabinet",
+    "554": "fireboat",
+    "555": "fire engine, fire truck",
+    "556": "fire screen, fireguard",
+    "557": "flagpole, flagstaff",
+    "558": "flute, transverse flute",
+    "559": "folding chair",
+    "560": "football helmet",
+    "561": "forklift",
+    "562": "fountain",
+    "563": "fountain pen",
+    "564": "four-poster",
+    "565": "freight car",
+    "566": "French horn, horn",
+    "567": "frying pan, frypan, skillet",
+    "568": "fur coat",
+    "569": "garbage truck, dustcart",
+    "570": "gasmask, respirator, gas helmet",
+    "571": "gas pump, gasoline pump, petrol pump, island dispenser",
+    "572": "goblet",
+    "573": "go-kart",
+    "574": "golf ball",
+    "575": "golfcart, golf cart",
+    "576": "gondola",
+    "577": "gong, tam-tam",
+    "578": "gown",
+    "579": "grand piano, grand",
+    "580": "greenhouse, nursery, glasshouse",
+    "581": "grille, radiator grille",
+    "582": "grocery store, grocery, food market, market",
+    "583": "guillotine",
+    "584": "hair slide",
+    "585": "hair spray",
+    "586": "half track",
+    "587": "hammer",
+    "588": "hamper",
+    "589": "hand blower, blow dryer, blow drier, hair dryer, hair drier",
+    "590": "hand-held computer, hand-held microcomputer",
+    "591": "handkerchief, hankie, hanky, hankey",
+    "592": "hard disc, hard disk, fixed disk",
+    "593": "harmonica, mouth organ, harp, mouth harp",
+    "594": "harp",
+    "595": "harvester, reaper",
+    "596": "hatchet",
+    "597": "holster",
+    "598": "home theater, home theatre",
+    "599": "honeycomb",
+    "600": "hook, claw",
+    "601": "hoopskirt, crinoline",
+    "602": "horizontal bar, high bar",
+    "603": "horse cart, horse-cart",
+    "604": "hourglass",
+    "605": "iPod",
+    "606": "iron, smoothing iron",
+    "607": "jack-o'-lantern",
+    "608": "jean, blue jean, denim",
+    "609": "jeep, landrover",
+    "610": "jersey, T-shirt, tee shirt",
+    "611": "jigsaw puzzle",
+    "612": "jinrikisha, ricksha, rickshaw",
+    "613": "joystick",
+    "614": "kimono",
+    "615": "knee pad",
+    "616": "knot",
+    "617": "lab coat, laboratory coat",
+    "618": "ladle",
+    "619": "lampshade, lamp shade",
+    "620": "laptop, laptop computer",
+    "621": "lawn mower, mower",
+    "622": "lens cap, lens cover",
+    "623": "letter opener, paper knife, paperknife",
+    "624": "library",
+    "625": "lifeboat",
+    "626": "lighter, light, igniter, ignitor",
+    "627": "limousine, limo",
+    "628": "liner, ocean liner",
+    "629": "lipstick, lip rouge",
+    "630": "Loafer",
+    "631": "lotion",
+    "632": "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system",
+    "633": "loupe, jeweler's loupe",
+    "634": "lumbermill, sawmill",
+    "635": "magnetic compass",
+    "636": "mailbag, postbag",
+    "637": "mailbox, letter box",
+    "638": "maillot",
+    "639": "maillot, tank suit",
+    "640": "manhole cover",
+    "641": "maraca",
+    "642": "marimba, xylophone",
+    "643": "mask",
+    "644": "matchstick",
+    "645": "maypole",
+    "646": "maze, labyrinth",
+    "647": "measuring cup",
+    "648": "medicine chest, medicine cabinet",
+    "649": "megalith, megalithic structure",
+    "650": "microphone, mike",
+    "651": "microwave, microwave oven",
+    "652": "military uniform",
+    "653": "milk can",
+    "654": "minibus",
+    "655": "miniskirt, mini",
+    "656": "minivan",
+    "657": "missile",
+    "658": "mitten",
+    "659": "mixing bowl",
+    "660": "mobile home, manufactured home",
+    "661": "Model T",
+    "662": "modem",
+    "663": "monastery",
+    "664": "monitor",
+    "665": "moped",
+    "666": "mortar",
+    "667": "mortarboard",
+    "668": "mosque",
+    "669": "mosquito net",
+    "670": "motor scooter, scooter",
+    "671": "mountain bike, all-terrain bike, off-roader",
+    "672": "mountain tent",
+    "673": "mouse, computer mouse",
+    "674": "mousetrap",
+    "675": "moving van",
+    "676": "muzzle",
+    "677": "nail",
+    "678": "neck brace",
+    "679": "necklace",
+    "680": "nipple",
+    "681": "notebook, notebook computer",
+    "682": "obelisk",
+    "683": "oboe, hautboy, hautbois",
+    "684": "ocarina, sweet potato",
+    "685": "odometer, hodometer, mileometer, milometer",
+    "686": "oil filter",
+    "687": "organ, pipe organ",
+    "688": "oscilloscope, scope, cathode-ray oscilloscope, CRO",
+    "689": "overskirt",
+    "690": "oxcart",
+    "691": "oxygen mask",
+    "692": "packet",
+    "693": "paddle, boat paddle",
+    "694": "paddlewheel, paddle wheel",
+    "695": "padlock",
+    "696": "paintbrush",
+    "697": "pajama, pyjama, pj's, jammies",
+    "698": "palace",
+    "699": "panpipe, pandean pipe, syrinx",
+    "700": "paper towel",
+    "701": "parachute, chute",
+    "702": "parallel bars, bars",
+    "703": "park bench",
+    "704": "parking meter",
+    "705": "passenger car, coach, carriage",
+    "706": "patio, terrace",
+    "707": "pay-phone, pay-station",
+    "708": "pedestal, plinth, footstall",
+    "709": "pencil box, pencil case",
+    "710": "pencil sharpener",
+    "711": "perfume, essence",
+    "712": "Petri dish",
+    "713": "photocopier",
+    "714": "pick, plectrum, plectron",
+    "715": "pickelhaube",
+    "716": "picket fence, paling",
+    "717": "pickup, pickup truck",
+    "718": "pier",
+    "719": "piggy bank, penny bank",
+    "720": "pill bottle",
+    "721": "pillow",
+    "722": "ping-pong ball",
+    "723": "pinwheel",
+    "724": "pirate, pirate ship",
+    "725": "pitcher, ewer",
+    "726": "plane, carpenter's plane, woodworking plane",
+    "727": "planetarium",
+    "728": "plastic bag",
+    "729": "plate rack",
+    "730": "plow, plough",
+    "731": "plunger, plumber's helper",
+    "732": "Polaroid camera, Polaroid Land camera",
+    "733": "pole",
+    "734": "police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria",
+    "735": "poncho",
+    "736": "pool table, billiard table, snooker table",
+    "737": "pop bottle, soda bottle",
+    "738": "pot, flowerpot",
+    "739": "potter's wheel",
+    "740": "power drill",
+    "741": "prayer rug, prayer mat",
+    "742": "printer",
+    "743": "prison, prison house",
+    "744": "projectile, missile",
+    "745": "projector",
+    "746": "puck, hockey puck",
+    "747": "punching bag, punch bag, punching ball, punchball",
+    "748": "purse",
+    "749": "quill, quill pen",
+    "750": "quilt, comforter, comfort, puff",
+    "751": "racer, race car, racing car",
+    "752": "racket, racquet",
+    "753": "radiator",
+    "754": "radio, wireless",
+    "755": "radio telescope, radio reflector",
+    "756": "rain barrel",
+    "757": "recreational vehicle, RV, R.V.",
+    "758": "reel",
+    "759": "reflex camera",
+    "760": "refrigerator, icebox",
+    "761": "remote control, remote",
+    "762": "restaurant, eating house, eating place, eatery",
+    "763": "revolver, six-gun, six-shooter",
+    "764": "rifle",
+    "765": "rocking chair, rocker",
+    "766": "rotisserie",
+    "767": "rubber eraser, rubber, pencil eraser",
+    "768": "rugby ball",
+    "769": "rule, ruler",
+    "770": "running shoe",
+    "771": "safe",
+    "772": "safety pin",
+    "773": "saltshaker, salt shaker",
+    "774": "sandal",
+    "775": "sarong",
+    "776": "sax, saxophone",
+    "777": "scabbard",
+    "778": "scale, weighing machine",
+    "779": "school bus",
+    "780": "schooner",
+    "781": "scoreboard",
+    "782": "screen, CRT screen",
+    "783": "screw",
+    "784": "screwdriver",
+    "785": "seat belt, seatbelt",
+    "786": "sewing machine",
+    "787": "shield, buckler",
+    "788": "shoe shop, shoe-shop, shoe store",
+    "789": "shoji",
+    "790": "shopping basket",
+    "791": "shopping cart",
+    "792": "shovel",
+    "793": "shower cap",
+    "794": "shower curtain",
+    "795": "ski",
+    "796": "ski mask",
+    "797": "sleeping bag",
+    "798": "slide rule, slipstick",
+    "799": "sliding door",
+    "800": "slot, one-armed bandit",
+    "801": "snorkel",
+    "802": "snowmobile",
+    "803": "snowplow, snowplough",
+    "804": "soap dispenser",
+    "805": "soccer ball",
+    "806": "sock",
+    "807": "solar dish, solar collector, solar furnace",
+    "808": "sombrero",
+    "809": "soup bowl",
+    "810": "space bar",
+    "811": "space heater",
+    "812": "space shuttle",
+    "813": "spatula",
+    "814": "speedboat",
+    "815": "spider web, spider's web",
+    "816": "spindle",
+    "817": "sports car, sport car",
+    "818": "spotlight, spot",
+    "819": "stage",
+    "820": "steam locomotive",
+    "821": "steel arch bridge",
+    "822": "steel drum",
+    "823": "stethoscope",
+    "824": "stole",
+    "825": "stone wall",
+    "826": "stopwatch, stop watch",
+    "827": "stove",
+    "828": "strainer",
+    "829": "streetcar, tram, tramcar, trolley, trolley car",
+    "830": "stretcher",
+    "831": "studio couch, day bed",
+    "832": "stupa, tope",
+    "833": "submarine, pigboat, sub, U-boat",
+    "834": "suit, suit of clothes",
+    "835": "sundial",
+    "836": "sunglass",
+    "837": "sunglasses, dark glasses, shades",
+    "838": "sunscreen, sunblock, sun blocker",
+    "839": "suspension bridge",
+    "840": "swab, swob, mop",
+    "841": "sweatshirt",
+    "842": "swimming trunks, bathing trunks",
+    "843": "swing",
+    "844": "switch, electric switch, electrical switch",
+    "845": "syringe",
+    "846": "table lamp",
+    "847": "tank, army tank, armored combat vehicle, armoured combat vehicle",
+    "848": "tape player",
+    "849": "teapot",
+    "850": "teddy, teddy bear",
+    "851": "television, television system",
+    "852": "tennis ball",
+    "853": "thatch, thatched roof",
+    "854": "theater curtain, theatre curtain",
+    "855": "thimble",
+    "856": "thresher, thrasher, threshing machine",
+    "857": "throne",
+    "858": "tile roof",
+    "859": "toaster",
+    "860": "tobacco shop, tobacconist shop, tobacconist",
+    "861": "toilet seat",
+    "862": "torch",
+    "863": "totem pole",
+    "864": "tow truck, tow car, wrecker",
+    "865": "toyshop",
+    "866": "tractor",
+    "867": "trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi",
+    "868": "tray",
+    "869": "trench coat",
+    "870": "tricycle, trike, velocipede",
+    "871": "trimaran",
+    "872": "tripod",
+    "873": "triumphal arch",
+    "874": "trolleybus, trolley coach, trackless trolley",
+    "875": "trombone",
+    "876": "tub, vat",
+    "877": "turnstile",
+    "878": "typewriter keyboard",
+    "879": "umbrella",
+    "880": "unicycle, monocycle",
+    "881": "upright, upright piano",
+    "882": "vacuum, vacuum cleaner",
+    "883": "vase",
+    "884": "vault",
+    "885": "velvet",
+    "886": "vending machine",
+    "887": "vestment",
+    "888": "viaduct",
+    "889": "violin, fiddle",
+    "890": "volleyball",
+    "891": "waffle iron",
+    "892": "wall clock",
+    "893": "wallet, billfold, notecase, pocketbook",
+    "894": "wardrobe, closet, press",
+    "895": "warplane, military plane",
+    "896": "washbasin, handbasin, washbowl, lavabo, wash-hand basin",
+    "897": "washer, automatic washer, washing machine",
+    "898": "water bottle",
+    "899": "water jug",
+    "900": "water tower",
+    "901": "whiskey jug",
+    "902": "whistle",
+    "903": "wig",
+    "904": "window screen",
+    "905": "window shade",
+    "906": "Windsor tie",
+    "907": "wine bottle",
+    "908": "wing",
+    "909": "wok",
+    "910": "wooden spoon",
+    "911": "wool, woolen, woollen",
+    "912": "worm fence, snake fence, snake-rail fence, Virginia fence",
+    "913": "wreck",
+    "914": "yawl",
+    "915": "yurt",
+    "916": "web site, website, internet site, site",
+    "917": "comic book",
+    "918": "crossword puzzle, crossword",
+    "919": "street sign",
+    "920": "traffic light, traffic signal, stoplight",
+    "921": "book jacket, dust cover, dust jacket, dust wrapper",
+    "922": "menu",
+    "923": "plate",
+    "924": "guacamole",
+    "925": "consomme",
+    "926": "hot pot, hotpot",
+    "927": "trifle",
+    "928": "ice cream, icecream",
+    "929": "ice lolly, lolly, lollipop, popsicle",
+    "930": "French loaf",
+    "931": "bagel, beigel",
+    "932": "pretzel",
+    "933": "cheeseburger",
+    "934": "hotdog, hot dog, red hot",
+    "935": "mashed potato",
+    "936": "head cabbage",
+    "937": "broccoli",
+    "938": "cauliflower",
+    "939": "zucchini, courgette",
+    "940": "spaghetti squash",
+    "941": "acorn squash",
+    "942": "butternut squash",
+    "943": "cucumber, cuke",
+    "944": "artichoke, globe artichoke",
+    "945": "bell pepper",
+    "946": "cardoon",
+    "947": "mushroom",
+    "948": "Granny Smith",
+    "949": "strawberry",
+    "950": "orange",
+    "951": "lemon",
+    "952": "fig",
+    "953": "pineapple, ananas",
+    "954": "banana",
+    "955": "jackfruit, jak, jack",
+    "956": "custard apple",
+    "957": "pomegranate",
+    "958": "hay",
+    "959": "carbonara",
+    "960": "chocolate sauce, chocolate syrup",
+    "961": "dough",
+    "962": "meat loaf, meatloaf",
+    "963": "pizza, pizza pie",
+    "964": "potpie",
+    "965": "burrito",
+    "966": "red wine",
+    "967": "espresso",
+    "968": "cup",
+    "969": "eggnog",
+    "970": "alp",
+    "971": "bubble",
+    "972": "cliff, drop, drop-off",
+    "973": "coral reef",
+    "974": "geyser",
+    "975": "lakeside, lakeshore",
+    "976": "promontory, headland, head, foreland",
+    "977": "sandbar, sand bar",
+    "978": "seashore, coast, seacoast, sea-coast",
+    "979": "valley, vale",
+    "980": "volcano",
+    "981": "ballplayer, baseball player",
+    "982": "groom, bridegroom",
+    "983": "scuba diver",
+    "984": "rapeseed",
+    "985": "daisy",
+    "986": "yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum",
+    "987": "corn",
+    "988": "acorn",
+    "989": "hip, rose hip, rosehip",
+    "990": "buckeye, horse chestnut, conker",
+    "991": "coral fungus",
+    "992": "agaric",
+    "993": "gyromitra",
+    "994": "stinkhorn, carrion fungus",
+    "995": "earthstar",
+    "996": "hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa",
+    "997": "bolete",
+    "998": "ear, spike, capitulum",
+    "999": "toilet tissue, toilet paper, bathroom tissue"
+  },
+  "label2id": {
+    "Afghan hound, Afghan": 160,
+    "African chameleon, Chamaeleo chamaeleon": 47,
+    "African crocodile, Nile crocodile, Crocodylus niloticus": 49,
+    "African elephant, Loxodonta africana": 386,
+    "African grey, African gray, Psittacus erithacus": 87,
+    "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus": 275,
+    "Airedale, Airedale terrier": 191,
+    "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier": 180,
+    "American alligator, Alligator mississipiensis": 50,
+    "American black bear, black bear, Ursus americanus, Euarctos americanus": 295,
+    "American chameleon, anole, Anolis carolinensis": 40,
+    "American coot, marsh hen, mud hen, water hen, Fulica americana": 137,
+    "American egret, great white heron, Egretta albus": 132,
+    "American lobster, Northern lobster, Maine lobster, Homarus americanus": 122,
+    "Angora, Angora rabbit": 332,
+    "Appenzeller": 240,
+    "Arabian camel, dromedary, Camelus dromedarius": 354,
+    "Arctic fox, white fox, Alopex lagopus": 279,
+    "Australian terrier": 193,
+    "Band Aid": 419,
+    "Bedlington terrier": 181,
+    "Bernese mountain dog": 239,
+    "Blenheim spaniel": 156,
+    "Border collie": 232,
+    "Border terrier": 182,
+    "Boston bull, Boston terrier": 195,
+    "Bouvier des Flandres, Bouviers des Flandres": 233,
+    "Brabancon griffon": 262,
+    "Brittany spaniel": 215,
+    "CD player": 485,
+    "Cardigan, Cardigan Welsh corgi": 264,
+    "Chesapeake Bay retriever": 209,
+    "Chihuahua": 151,
+    "Christmas stocking": 496,
+    "Crock Pot": 521,
+    "Dandie Dinmont, Dandie Dinmont terrier": 194,
+    "Doberman, Doberman pinscher": 236,
+    "Dungeness crab, Cancer magister": 118,
+    "Dutch oven": 544,
+    "Egyptian cat": 285,
+    "English foxhound": 167,
+    "English setter": 212,
+    "English springer, English springer spaniel": 217,
+    "EntleBucher": 241,
+    "Eskimo dog, husky": 248,
+    "European fire salamander, Salamandra salamandra": 25,
+    "European gallinule, Porphyrio porphyrio": 136,
+    "French bulldog": 245,
+    "French horn, horn": 566,
+    "French loaf": 930,
+    "German shepherd, German shepherd dog, German police dog, alsatian": 235,
+    "German short-haired pointer": 210,
+    "Gila monster, Heloderma suspectum": 45,
+    "Gordon setter": 214,
+    "Granny Smith": 948,
+    "Great Dane": 246,
+    "Great Pyrenees": 257,
+    "Greater Swiss Mountain dog": 238,
+    "Ibizan hound, Ibizan Podenco": 173,
+    "Indian cobra, Naja naja": 63,
+    "Indian elephant, Elephas maximus": 385,
+    "Irish setter, red setter": 213,
+    "Irish terrier": 184,
+    "Irish water spaniel": 221,
+    "Irish wolfhound": 170,
+    "Italian greyhound": 171,
+    "Japanese spaniel": 152,
+    "Kerry blue terrier": 183,
+    "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis": 48,
+    "Labrador retriever": 208,
+    "Lakeland terrier": 189,
+    "Leonberg": 255,
+    "Lhasa, Lhasa apso": 204,
+    "Loafer": 630,
+    "Madagascar cat, ring-tailed lemur, Lemur catta": 383,
+    "Maltese dog, Maltese terrier, Maltese": 153,
+    "Mexican hairless": 268,
+    "Model T": 661,
+    "Newfoundland, Newfoundland dog": 256,
+    "Norfolk terrier": 185,
+    "Norwegian elkhound, elkhound": 174,
+    "Norwich terrier": 186,
+    "Old English sheepdog, bobtail": 229,
+    "Pekinese, Pekingese, Peke": 154,
+    "Pembroke, Pembroke Welsh corgi": 263,
+    "Persian cat": 283,
+    "Petri dish": 712,
+    "Polaroid camera, Polaroid Land camera": 732,
+    "Pomeranian": 259,
+    "Rhodesian ridgeback": 159,
+    "Rottweiler": 234,
+    "Saint Bernard, St Bernard": 247,
+    "Saluki, gazelle hound": 176,
+    "Samoyed, Samoyede": 258,
+    "Scotch terrier, Scottish terrier, Scottie": 199,
+    "Scottish deerhound, deerhound": 177,
+    "Sealyham terrier, Sealyham": 190,
+    "Shetland sheepdog, Shetland sheep dog, Shetland": 230,
+    "Shih-Tzu": 155,
+    "Siamese cat, Siamese": 284,
+    "Siberian husky": 250,
+    "Staffordshire bullterrier, Staffordshire bull terrier": 179,
+    "Sussex spaniel": 220,
+    "Tibetan mastiff": 244,
+    "Tibetan terrier, chrysanthemum dog": 200,
+    "Walker hound, Walker foxhound": 166,
+    "Weimaraner": 178,
+    "Welsh springer spaniel": 218,
+    "West Highland white terrier": 203,
+    "Windsor tie": 906,
+    "Yorkshire terrier": 187,
+    "abacus": 398,
+    "abaya": 399,
+    "academic gown, academic robe, judge's robe": 400,
+    "accordion, piano accordion, squeeze box": 401,
+    "acorn": 988,
+    "acorn squash": 941,
+    "acoustic guitar": 402,
+    "admiral": 321,
+    "affenpinscher, monkey pinscher, monkey dog": 252,
+    "agama": 42,
+    "agaric": 992,
+    "aircraft carrier, carrier, flattop, attack aircraft carrier": 403,
+    "airliner": 404,
+    "airship, dirigible": 405,
+    "albatross, mollymawk": 146,
+    "alligator lizard": 44,
+    "alp": 970,
+    "altar": 406,
+    "ambulance": 407,
+    "amphibian, amphibious vehicle": 408,
+    "analog clock": 409,
+    "anemone fish": 393,
+    "ant, emmet, pismire": 310,
+    "apiary, bee house": 410,
+    "apron": 411,
+    "armadillo": 363,
+    "artichoke, globe artichoke": 944,
+    "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin": 412,
+    "assault rifle, assault gun": 413,
+    "axolotl, mud puppy, Ambystoma mexicanum": 29,
+    "baboon": 372,
+    "backpack, back pack, knapsack, packsack, rucksack, haversack": 414,
+    "badger": 362,
+    "bagel, beigel": 931,
+    "bakery, bakeshop, bakehouse": 415,
+    "balance beam, beam": 416,
+    "bald eagle, American eagle, Haliaeetus leucocephalus": 22,
+    "balloon": 417,
+    "ballplayer, baseball player": 981,
+    "ballpoint, ballpoint pen, ballpen, Biro": 418,
+    "banana": 954,
+    "banded gecko": 38,
+    "banjo": 420,
+    "bannister, banister, balustrade, balusters, handrail": 421,
+    "barbell": 422,
+    "barber chair": 423,
+    "barbershop": 424,
+    "barn": 425,
+    "barn spider, Araneus cavaticus": 73,
+    "barometer": 426,
+    "barracouta, snoek": 389,
+    "barrel, cask": 427,
+    "barrow, garden cart, lawn cart, wheelbarrow": 428,
+    "baseball": 429,
+    "basenji": 253,
+    "basketball": 430,
+    "basset, basset hound": 161,
+    "bassinet": 431,
+    "bassoon": 432,
+    "bath towel": 434,
+    "bathing cap, swimming cap": 433,
+    "bathtub, bathing tub, bath, tub": 435,
+    "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon": 436,
+    "beacon, lighthouse, beacon light, pharos": 437,
+    "beagle": 162,
+    "beaker": 438,
+    "bearskin, busby, shako": 439,
+    "beaver": 337,
+    "bee": 309,
+    "bee eater": 92,
+    "beer bottle": 440,
+    "beer glass": 441,
+    "bell cote, bell cot": 442,
+    "bell pepper": 945,
+    "bib": 443,
+    "bicycle-built-for-two, tandem bicycle, tandem": 444,
+    "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis": 349,
+    "bikini, two-piece": 445,
+    "binder, ring-binder": 446,
+    "binoculars, field glasses, opera glasses": 447,
+    "birdhouse": 448,
+    "bison": 347,
+    "bittern": 133,
+    "black and gold garden spider, Argiope aurantia": 72,
+    "black grouse": 80,
+    "black stork, Ciconia nigra": 128,
+    "black swan, Cygnus atratus": 100,
+    "black widow, Latrodectus mactans": 75,
+    "black-and-tan coonhound": 165,
+    "black-footed ferret, ferret, Mustela nigripes": 359,
+    "bloodhound, sleuthhound": 163,
+    "bluetick": 164,
+    "boa constrictor, Constrictor constrictor": 61,
+    "boathouse": 449,
+    "bobsled, bobsleigh, bob": 450,
+    "bolete": 997,
+    "bolo tie, bolo, bola tie, bola": 451,
+    "bonnet, poke bonnet": 452,
+    "book jacket, dust cover, dust jacket, dust wrapper": 921,
+    "bookcase": 453,
+    "bookshop, bookstore, bookstall": 454,
+    "borzoi, Russian wolfhound": 169,
+    "bottlecap": 455,
+    "bow": 456,
+    "bow tie, bow-tie, bowtie": 457,
+    "box turtle, box tortoise": 37,
+    "boxer": 242,
+    "brain coral": 109,
+    "brambling, Fringilla montifringilla": 10,
+    "brass, memorial tablet, plaque": 458,
+    "brassiere, bra, bandeau": 459,
+    "breakwater, groin, groyne, mole, bulwark, seawall, jetty": 460,
+    "breastplate, aegis, egis": 461,
+    "briard": 226,
+    "broccoli": 937,
+    "broom": 462,
+    "brown bear, bruin, Ursus arctos": 294,
+    "bubble": 971,
+    "bucket, pail": 463,
+    "buckeye, horse chestnut, conker": 990,
+    "buckle": 464,
+    "bulbul": 16,
+    "bull mastiff": 243,
+    "bullet train, bullet": 466,
+    "bulletproof vest": 465,
+    "bullfrog, Rana catesbeiana": 30,
+    "burrito": 965,
+    "bustard": 138,
+    "butcher shop, meat market": 467,
+    "butternut squash": 942,
+    "cab, hack, taxi, taxicab": 468,
+    "cabbage butterfly": 324,
+    "cairn, cairn terrier": 192,
+    "caldron, cauldron": 469,
+    "can opener, tin opener": 473,
+    "candle, taper, wax light": 470,
+    "cannon": 471,
+    "canoe": 472,
+    "capuchin, ringtail, Cebus capucinus": 378,
+    "car mirror": 475,
+    "car wheel": 479,
+    "carbonara": 959,
+    "cardigan": 474,
+    "cardoon": 946,
+    "carousel, carrousel, merry-go-round, roundabout, whirligig": 476,
+    "carpenter's kit, tool kit": 477,
+    "carton": 478,
+    "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM": 480,
+    "cassette": 481,
+    "cassette player": 482,
+    "castle": 483,
+    "catamaran": 484,
+    "cauliflower": 938,
+    "cello, violoncello": 486,
+    "cellular telephone, cellular phone, cellphone, cell, mobile phone": 487,
+    "centipede": 79,
+    "chain": 488,
+    "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour": 490,
+    "chain saw, chainsaw": 491,
+    "chainlink fence": 489,
+    "chambered nautilus, pearly nautilus, nautilus": 117,
+    "cheeseburger": 933,
+    "cheetah, chetah, Acinonyx jubatus": 293,
+    "chest": 492,
+    "chickadee": 19,
+    "chiffonier, commode": 493,
+    "chime, bell, gong": 494,
+    "chimpanzee, chimp, Pan troglodytes": 367,
+    "china cabinet, china closet": 495,
+    "chiton, coat-of-mail shell, sea cradle, polyplacophore": 116,
+    "chocolate sauce, chocolate syrup": 960,
+    "chow, chow chow": 260,
+    "church, church building": 497,
+    "cicada, cicala": 316,
+    "cinema, movie theater, movie theatre, movie house, picture palace": 498,
+    "cleaver, meat cleaver, chopper": 499,
+    "cliff dwelling": 500,
+    "cliff, drop, drop-off": 972,
+    "cloak": 501,
+    "clog, geta, patten, sabot": 502,
+    "clumber, clumber spaniel": 216,
+    "cock": 7,
+    "cocker spaniel, English cocker spaniel, cocker": 219,
+    "cockroach, roach": 314,
+    "cocktail shaker": 503,
+    "coffee mug": 504,
+    "coffeepot": 505,
+    "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch": 391,
+    "coil, spiral, volute, whorl, helix": 506,
+    "collie": 231,
+    "colobus, colobus monkey": 375,
+    "combination lock": 507,
+    "comic book": 917,
+    "common iguana, iguana, Iguana iguana": 39,
+    "common newt, Triturus vulgaris": 26,
+    "computer keyboard, keypad": 508,
+    "conch": 112,
+    "confectionery, confectionary, candy store": 509,
+    "consomme": 925,
+    "container ship, containership, container vessel": 510,
+    "convertible": 511,
+    "coral fungus": 991,
+    "coral reef": 973,
+    "corkscrew, bottle screw": 512,
+    "corn": 987,
+    "cornet, horn, trumpet, trump": 513,
+    "coucal": 91,
+    "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor": 286,
+    "cowboy boot": 514,
+    "cowboy hat, ten-gallon hat": 515,
+    "coyote, prairie wolf, brush wolf, Canis latrans": 272,
+    "cradle": 516,
+    "crane": 517,
+    "crash helmet": 518,
+    "crate": 519,
+    "crayfish, crawfish, crawdad, crawdaddy": 124,
+    "crib, cot": 520,
+    "cricket": 312,
+    "croquet ball": 522,
+    "crossword puzzle, crossword": 918,
+    "crutch": 523,
+    "cucumber, cuke": 943,
+    "cuirass": 524,
+    "cup": 968,
+    "curly-coated retriever": 206,
+    "custard apple": 956,
+    "daisy": 985,
+    "dalmatian, coach dog, carriage dog": 251,
+    "dam, dike, dyke": 525,
+    "damselfly": 320,
+    "desk": 526,
+    "desktop computer": 527,
+    "dhole, Cuon alpinus": 274,
+    "dial telephone, dial phone": 528,
+    "diamondback, diamondback rattlesnake, Crotalus adamanteus": 67,
+    "diaper, nappy, napkin": 529,
+    "digital clock": 530,
+    "digital watch": 531,
+    "dingo, warrigal, warragal, Canis dingo": 273,
+    "dining table, board": 532,
+    "dishrag, dishcloth": 533,
+    "dishwasher, dish washer, dishwashing machine": 534,
+    "disk brake, disc brake": 535,
+    "dock, dockage, docking facility": 536,
+    "dogsled, dog sled, dog sleigh": 537,
+    "dome": 538,
+    "doormat, welcome mat": 539,
+    "dough": 961,
+    "dowitcher": 142,
+    "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk": 319,
+    "drake": 97,
+    "drilling platform, offshore rig": 540,
+    "drum, membranophone, tympan": 541,
+    "drumstick": 542,
+    "dugong, Dugong dugon": 149,
+    "dumbbell": 543,
+    "dung beetle": 305,
+    "ear, spike, capitulum": 998,
+    "earthstar": 995,
+    "echidna, spiny anteater, anteater": 102,
+    "eel": 390,
+    "eft": 27,
+    "eggnog": 969,
+    "electric fan, blower": 545,
+    "electric guitar": 546,
+    "electric locomotive": 547,
+    "electric ray, crampfish, numbfish, torpedo": 5,
+    "entertainment center": 548,
+    "envelope": 549,
+    "espresso": 967,
+    "espresso maker": 550,
+    "face powder": 551,
+    "feather boa, boa": 552,
+    "fiddler crab": 120,
+    "fig": 952,
+    "file, file cabinet, filing cabinet": 553,
+    "fire engine, fire truck": 555,
+    "fire screen, fireguard": 556,
+    "fireboat": 554,
+    "flagpole, flagstaff": 557,
+    "flamingo": 130,
+    "flat-coated retriever": 205,
+    "flatworm, platyhelminth": 110,
+    "flute, transverse flute": 558,
+    "fly": 308,
+    "folding chair": 559,
+    "football helmet": 560,
+    "forklift": 561,
+    "fountain": 562,
+    "fountain pen": 563,
+    "four-poster": 564,
+    "fox squirrel, eastern fox squirrel, Sciurus niger": 335,
+    "freight car": 565,
+    "frilled lizard, Chlamydosaurus kingi": 43,
+    "frying pan, frypan, skillet": 567,
+    "fur coat": 568,
+    "gar, garfish, garpike, billfish, Lepisosteus osseus": 395,
+    "garbage truck, dustcart": 569,
+    "garden spider, Aranea diademata": 74,
+    "garter snake, grass snake": 57,
+    "gas pump, gasoline pump, petrol pump, island dispenser": 571,
+    "gasmask, respirator, gas helmet": 570,
+    "gazelle": 353,
+    "geyser": 974,
+    "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca": 388,
+    "giant schnauzer": 197,
+    "gibbon, Hylobates lar": 368,
+    "go-kart": 573,
+    "goblet": 572,
+    "golden retriever": 207,
+    "goldfinch, Carduelis carduelis": 11,
+    "goldfish, Carassius auratus": 1,
+    "golf ball": 574,
+    "golfcart, golf cart": 575,
+    "gondola": 576,
+    "gong, tam-tam": 577,
+    "goose": 99,
+    "gorilla, Gorilla gorilla": 366,
+    "gown": 578,
+    "grand piano, grand": 579,
+    "grasshopper, hopper": 311,
+    "great grey owl, great gray owl, Strix nebulosa": 24,
+    "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias": 2,
+    "green lizard, Lacerta viridis": 46,
+    "green mamba": 64,
+    "green snake, grass snake": 55,
+    "greenhouse, nursery, glasshouse": 580,
+    "grey fox, gray fox, Urocyon cinereoargenteus": 280,
+    "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus": 147,
+    "grille, radiator grille": 581,
+    "grocery store, grocery, food market, market": 582,
+    "groenendael": 224,
+    "groom, bridegroom": 982,
+    "ground beetle, carabid beetle": 302,
+    "guacamole": 924,
+    "guenon, guenon monkey": 370,
+    "guillotine": 583,
+    "guinea pig, Cavia cobaya": 338,
+    "gyromitra": 993,
+    "hair slide": 584,
+    "hair spray": 585,
+    "half track": 586,
+    "hammer": 587,
+    "hammerhead, hammerhead shark": 4,
+    "hamper": 588,
+    "hamster": 333,
+    "hand blower, blow dryer, blow drier, hair dryer, hair drier": 589,
+    "hand-held computer, hand-held microcomputer": 590,
+    "handkerchief, hankie, hanky, hankey": 591,
+    "hard disc, hard disk, fixed disk": 592,
+    "hare": 331,
+    "harmonica, mouth organ, harp, mouth harp": 593,
+    "harp": 594,
+    "hartebeest": 351,
+    "harvester, reaper": 595,
+    "harvestman, daddy longlegs, Phalangium opilio": 70,
+    "hatchet": 596,
+    "hay": 958,
+    "head cabbage": 936,
+    "hen": 8,
+    "hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa": 996,
+    "hermit crab": 125,
+    "hip, rose hip, rosehip": 989,
+    "hippopotamus, hippo, river horse, Hippopotamus amphibius": 344,
+    "hog, pig, grunter, squealer, Sus scrofa": 341,
+    "hognose snake, puff adder, sand viper": 54,
+    "holster": 597,
+    "home theater, home theatre": 598,
+    "honeycomb": 599,
+    "hook, claw": 600,
+    "hoopskirt, crinoline": 601,
+    "horizontal bar, high bar": 602,
+    "hornbill": 93,
+    "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus": 66,
+    "horse cart, horse-cart": 603,
+    "hot pot, hotpot": 926,
+    "hotdog, hot dog, red hot": 934,
+    "hourglass": 604,
+    "house finch, linnet, Carpodacus mexicanus": 12,
+    "howler monkey, howler": 379,
+    "hummingbird": 94,
+    "hyena, hyaena": 276,
+    "iPod": 605,
+    "ibex, Capra ibex": 350,
+    "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus": 296,
+    "ice cream, icecream": 928,
+    "ice lolly, lolly, lollipop, popsicle": 929,
+    "impala, Aepyceros melampus": 352,
+    "indigo bunting, indigo finch, indigo bird, Passerina cyanea": 14,
+    "indri, indris, Indri indri, Indri brevicaudatus": 384,
+    "iron, smoothing iron": 606,
+    "isopod": 126,
+    "jacamar": 95,
+    "jack-o'-lantern": 607,
+    "jackfruit, jak, jack": 955,
+    "jaguar, panther, Panthera onca, Felis onca": 290,
+    "jay": 17,
+    "jean, blue jean, denim": 608,
+    "jeep, landrover": 609,
+    "jellyfish": 107,
+    "jersey, T-shirt, tee shirt": 610,
+    "jigsaw puzzle": 611,
+    "jinrikisha, ricksha, rickshaw": 612,
+    "joystick": 613,
+    "junco, snowbird": 13,
+    "keeshond": 261,
+    "kelpie": 227,
+    "killer whale, killer, orca, grampus, sea wolf, Orcinus orca": 148,
+    "kimono": 614,
+    "king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica": 121,
+    "king penguin, Aptenodytes patagonica": 145,
+    "king snake, kingsnake": 56,
+    "kit fox, Vulpes macrotis": 278,
+    "kite": 21,
+    "knee pad": 615,
+    "knot": 616,
+    "koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus": 105,
+    "komondor": 228,
+    "kuvasz": 222,
+    "lab coat, laboratory coat": 617,
+    "lacewing, lacewing fly": 318,
+    "ladle": 618,
+    "ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle": 301,
+    "lakeside, lakeshore": 975,
+    "lampshade, lamp shade": 619,
+    "langur": 374,
+    "laptop, laptop computer": 620,
+    "lawn mower, mower": 621,
+    "leaf beetle, chrysomelid": 304,
+    "leafhopper": 317,
+    "leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea": 34,
+    "lemon": 951,
+    "lens cap, lens cover": 622,
+    "leopard, Panthera pardus": 288,
+    "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens": 387,
+    "letter opener, paper knife, paperknife": 623,
+    "library": 624,
+    "lifeboat": 625,
+    "lighter, light, igniter, ignitor": 626,
+    "limousine, limo": 627,
+    "limpkin, Aramus pictus": 135,
+    "liner, ocean liner": 628,
+    "lion, king of beasts, Panthera leo": 291,
+    "lionfish": 396,
+    "lipstick, lip rouge": 629,
+    "little blue heron, Egretta caerulea": 131,
+    "llama": 355,
+    "loggerhead, loggerhead turtle, Caretta caretta": 33,
+    "long-horned beetle, longicorn, longicorn beetle": 303,
+    "lorikeet": 90,
+    "lotion": 631,
+    "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system": 632,
+    "loupe, jeweler's loupe": 633,
+    "lumbermill, sawmill": 634,
+    "lycaenid, lycaenid butterfly": 326,
+    "lynx, catamount": 287,
+    "macaque": 373,
+    "macaw": 88,
+    "magnetic compass": 635,
+    "magpie": 18,
+    "mailbag, postbag": 636,
+    "mailbox, letter box": 637,
+    "maillot": 638,
+    "maillot, tank suit": 639,
+    "malamute, malemute, Alaskan malamute": 249,
+    "malinois": 225,
+    "manhole cover": 640,
+    "mantis, mantid": 315,
+    "maraca": 641,
+    "marimba, xylophone": 642,
+    "marmoset": 377,
+    "marmot": 336,
+    "mashed potato": 935,
+    "mask": 643,
+    "matchstick": 644,
+    "maypole": 645,
+    "maze, labyrinth": 646,
+    "measuring cup": 647,
+    "meat loaf, meatloaf": 962,
+    "medicine chest, medicine cabinet": 648,
+    "meerkat, mierkat": 299,
+    "megalith, megalithic structure": 649,
+    "menu": 922,
+    "microphone, mike": 650,
+    "microwave, microwave oven": 651,
+    "military uniform": 652,
+    "milk can": 653,
+    "miniature pinscher": 237,
+    "miniature poodle": 266,
+    "miniature schnauzer": 196,
+    "minibus": 654,
+    "miniskirt, mini": 655,
+    "minivan": 656,
+    "mink": 357,
+    "missile": 657,
+    "mitten": 658,
+    "mixing bowl": 659,
+    "mobile home, manufactured home": 660,
+    "modem": 662,
+    "monarch, monarch butterfly, milkweed butterfly, Danaus plexippus": 323,
+    "monastery": 663,
+    "mongoose": 298,
+    "monitor": 664,
+    "moped": 665,
+    "mortar": 666,
+    "mortarboard": 667,
+    "mosque": 668,
+    "mosquito net": 669,
+    "motor scooter, scooter": 670,
+    "mountain bike, all-terrain bike, off-roader": 671,
+    "mountain tent": 672,
+    "mouse, computer mouse": 673,
+    "mousetrap": 674,
+    "moving van": 675,
+    "mud turtle": 35,
+    "mushroom": 947,
+    "muzzle": 676,
+    "nail": 677,
+    "neck brace": 678,
+    "necklace": 679,
+    "nematode, nematode worm, roundworm": 111,
+    "night snake, Hypsiglena torquata": 60,
+    "nipple": 680,
+    "notebook, notebook computer": 681,
+    "obelisk": 682,
+    "oboe, hautboy, hautbois": 683,
+    "ocarina, sweet potato": 684,
+    "odometer, hodometer, mileometer, milometer": 685,
+    "oil filter": 686,
+    "orange": 950,
+    "orangutan, orang, orangutang, Pongo pygmaeus": 365,
+    "organ, pipe organ": 687,
+    "oscilloscope, scope, cathode-ray oscilloscope, CRO": 688,
+    "ostrich, Struthio camelus": 9,
+    "otter": 360,
+    "otterhound, otter hound": 175,
+    "overskirt": 689,
+    "ox": 345,
+    "oxcart": 690,
+    "oxygen mask": 691,
+    "oystercatcher, oyster catcher": 143,
+    "packet": 692,
+    "paddle, boat paddle": 693,
+    "paddlewheel, paddle wheel": 694,
+    "padlock": 695,
+    "paintbrush": 696,
+    "pajama, pyjama, pj's, jammies": 697,
+    "palace": 698,
+    "panpipe, pandean pipe, syrinx": 699,
+    "paper towel": 700,
+    "papillon": 157,
+    "parachute, chute": 701,
+    "parallel bars, bars": 702,
+    "park bench": 703,
+    "parking meter": 704,
+    "partridge": 86,
+    "passenger car, coach, carriage": 705,
+    "patas, hussar monkey, Erythrocebus patas": 371,
+    "patio, terrace": 706,
+    "pay-phone, pay-station": 707,
+    "peacock": 84,
+    "pedestal, plinth, footstall": 708,
+    "pelican": 144,
+    "pencil box, pencil case": 709,
+    "pencil sharpener": 710,
+    "perfume, essence": 711,
+    "photocopier": 713,
+    "pick, plectrum, plectron": 714,
+    "pickelhaube": 715,
+    "picket fence, paling": 716,
+    "pickup, pickup truck": 717,
+    "pier": 718,
+    "piggy bank, penny bank": 719,
+    "pill bottle": 720,
+    "pillow": 721,
+    "pineapple, ananas": 953,
+    "ping-pong ball": 722,
+    "pinwheel": 723,
+    "pirate, pirate ship": 724,
+    "pitcher, ewer": 725,
+    "pizza, pizza pie": 963,
+    "plane, carpenter's plane, woodworking plane": 726,
+    "planetarium": 727,
+    "plastic bag": 728,
+    "plate": 923,
+    "plate rack": 729,
+    "platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus": 103,
+    "plow, plough": 730,
+    "plunger, plumber's helper": 731,
+    "pole": 733,
+    "polecat, fitch, foulmart, foumart, Mustela putorius": 358,
+    "police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria": 734,
+    "pomegranate": 957,
+    "poncho": 735,
+    "pool table, billiard table, snooker table": 736,
+    "pop bottle, soda bottle": 737,
+    "porcupine, hedgehog": 334,
+    "pot, flowerpot": 738,
+    "potpie": 964,
+    "potter's wheel": 739,
+    "power drill": 740,
+    "prairie chicken, prairie grouse, prairie fowl": 83,
+    "prayer rug, prayer mat": 741,
+    "pretzel": 932,
+    "printer": 742,
+    "prison, prison house": 743,
+    "proboscis monkey, Nasalis larvatus": 376,
+    "projectile, missile": 744,
+    "projector": 745,
+    "promontory, headland, head, foreland": 976,
+    "ptarmigan": 81,
+    "puck, hockey puck": 746,
+    "puffer, pufferfish, blowfish, globefish": 397,
+    "pug, pug-dog": 254,
+    "punching bag, punch bag, punching ball, punchball": 747,
+    "purse": 748,
+    "quail": 85,
+    "quill, quill pen": 749,
+    "quilt, comforter, comfort, puff": 750,
+    "racer, race car, racing car": 751,
+    "racket, racquet": 752,
+    "radiator": 753,
+    "radio telescope, radio reflector": 755,
+    "radio, wireless": 754,
+    "rain barrel": 756,
+    "ram, tup": 348,
+    "rapeseed": 984,
+    "recreational vehicle, RV, R.V.": 757,
+    "red fox, Vulpes vulpes": 277,
+    "red wine": 966,
+    "red wolf, maned wolf, Canis rufus, Canis niger": 271,
+    "red-backed sandpiper, dunlin, Erolia alpina": 140,
+    "red-breasted merganser, Mergus serrator": 98,
+    "redbone": 168,
+    "redshank, Tringa totanus": 141,
+    "reel": 758,
+    "reflex camera": 759,
+    "refrigerator, icebox": 760,
+    "remote control, remote": 761,
+    "restaurant, eating house, eating place, eatery": 762,
+    "revolver, six-gun, six-shooter": 763,
+    "rhinoceros beetle": 306,
+    "rifle": 764,
+    "ringlet, ringlet butterfly": 322,
+    "ringneck snake, ring-necked snake, ring snake": 53,
+    "robin, American robin, Turdus migratorius": 15,
+    "rock beauty, Holocanthus tricolor": 392,
+    "rock crab, Cancer irroratus": 119,
+    "rock python, rock snake, Python sebae": 62,
+    "rocking chair, rocker": 765,
+    "rotisserie": 766,
+    "rubber eraser, rubber, pencil eraser": 767,
+    "ruddy turnstone, Arenaria interpres": 139,
+    "ruffed grouse, partridge, Bonasa umbellus": 82,
+    "rugby ball": 768,
+    "rule, ruler": 769,
+    "running shoe": 770,
+    "safe": 771,
+    "safety pin": 772,
+    "saltshaker, salt shaker": 773,
+    "sandal": 774,
+    "sandbar, sand bar": 977,
+    "sarong": 775,
+    "sax, saxophone": 776,
+    "scabbard": 777,
+    "scale, weighing machine": 778,
+    "schipperke": 223,
+    "school bus": 779,
+    "schooner": 780,
+    "scoreboard": 781,
+    "scorpion": 71,
+    "screen, CRT screen": 782,
+    "screw": 783,
+    "screwdriver": 784,
+    "scuba diver": 983,
+    "sea anemone, anemone": 108,
+    "sea cucumber, holothurian": 329,
+    "sea lion": 150,
+    "sea slug, nudibranch": 115,
+    "sea snake": 65,
+    "sea urchin": 328,
+    "seashore, coast, seacoast, sea-coast": 978,
+    "seat belt, seatbelt": 785,
+    "sewing machine": 786,
+    "shield, buckler": 787,
+    "shoe shop, shoe-shop, shoe store": 788,
+    "shoji": 789,
+    "shopping basket": 790,
+    "shopping cart": 791,
+    "shovel": 792,
+    "shower cap": 793,
+    "shower curtain": 794,
+    "siamang, Hylobates syndactylus, Symphalangus syndactylus": 369,
+    "sidewinder, horned rattlesnake, Crotalus cerastes": 68,
+    "silky terrier, Sydney silky": 201,
+    "ski": 795,
+    "ski mask": 796,
+    "skunk, polecat, wood pussy": 361,
+    "sleeping bag": 797,
+    "slide rule, slipstick": 798,
+    "sliding door": 799,
+    "slot, one-armed bandit": 800,
+    "sloth bear, Melursus ursinus, Ursus ursinus": 297,
+    "slug": 114,
+    "snail": 113,
+    "snorkel": 801,
+    "snow leopard, ounce, Panthera uncia": 289,
+    "snowmobile": 802,
+    "snowplow, snowplough": 803,
+    "soap dispenser": 804,
+    "soccer ball": 805,
+    "sock": 806,
+    "soft-coated wheaten terrier": 202,
+    "solar dish, solar collector, solar furnace": 807,
+    "sombrero": 808,
+    "sorrel": 339,
+    "soup bowl": 809,
+    "space bar": 810,
+    "space heater": 811,
+    "space shuttle": 812,
+    "spaghetti squash": 940,
+    "spatula": 813,
+    "speedboat": 814,
+    "spider monkey, Ateles geoffroyi": 381,
+    "spider web, spider's web": 815,
+    "spindle": 816,
+    "spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish": 123,
+    "spoonbill": 129,
+    "sports car, sport car": 817,
+    "spotlight, spot": 818,
+    "spotted salamander, Ambystoma maculatum": 28,
+    "squirrel monkey, Saimiri sciureus": 382,
+    "stage": 819,
+    "standard poodle": 267,
+    "standard schnauzer": 198,
+    "starfish, sea star": 327,
+    "steam locomotive": 820,
+    "steel arch bridge": 821,
+    "steel drum": 822,
+    "stethoscope": 823,
+    "stingray": 6,
+    "stinkhorn, carrion fungus": 994,
+    "stole": 824,
+    "stone wall": 825,
+    "stopwatch, stop watch": 826,
+    "stove": 827,
+    "strainer": 828,
+    "strawberry": 949,
+    "street sign": 919,
+    "streetcar, tram, tramcar, trolley, trolley car": 829,
+    "stretcher": 830,
+    "studio couch, day bed": 831,
+    "stupa, tope": 832,
+    "sturgeon": 394,
+    "submarine, pigboat, sub, U-boat": 833,
+    "suit, suit of clothes": 834,
+    "sulphur butterfly, sulfur butterfly": 325,
+    "sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita": 89,
+    "sundial": 835,
+    "sunglass": 836,
+    "sunglasses, dark glasses, shades": 837,
+    "sunscreen, sunblock, sun blocker": 838,
+    "suspension bridge": 839,
+    "swab, swob, mop": 840,
+    "sweatshirt": 841,
+    "swimming trunks, bathing trunks": 842,
+    "swing": 843,
+    "switch, electric switch, electrical switch": 844,
+    "syringe": 845,
+    "tabby, tabby cat": 281,
+    "table lamp": 846,
+    "tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui": 32,
+    "tank, army tank, armored combat vehicle, armoured combat vehicle": 847,
+    "tape player": 848,
+    "tarantula": 76,
+    "teapot": 849,
+    "teddy, teddy bear": 850,
+    "television, television system": 851,
+    "tench, Tinca tinca": 0,
+    "tennis ball": 852,
+    "terrapin": 36,
+    "thatch, thatched roof": 853,
+    "theater curtain, theatre curtain": 854,
+    "thimble": 855,
+    "three-toed sloth, ai, Bradypus tridactylus": 364,
+    "thresher, thrasher, threshing machine": 856,
+    "throne": 857,
+    "thunder snake, worm snake, Carphophis amoenus": 52,
+    "tick": 78,
+    "tiger beetle": 300,
+    "tiger cat": 282,
+    "tiger shark, Galeocerdo cuvieri": 3,
+    "tiger, Panthera tigris": 292,
+    "tile roof": 858,
+    "timber wolf, grey wolf, gray wolf, Canis lupus": 269,
+    "titi, titi monkey": 380,
+    "toaster": 859,
+    "tobacco shop, tobacconist shop, tobacconist": 860,
+    "toilet seat": 861,
+    "toilet tissue, toilet paper, bathroom tissue": 999,
+    "torch": 862,
+    "totem pole": 863,
+    "toucan": 96,
+    "tow truck, tow car, wrecker": 864,
+    "toy poodle": 265,
+    "toy terrier": 158,
+    "toyshop": 865,
+    "tractor": 866,
+    "traffic light, traffic signal, stoplight": 920,
+    "trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi": 867,
+    "tray": 868,
+    "tree frog, tree-frog": 31,
+    "trench coat": 869,
+    "triceratops": 51,
+    "tricycle, trike, velocipede": 870,
+    "trifle": 927,
+    "trilobite": 69,
+    "trimaran": 871,
+    "tripod": 872,
+    "triumphal arch": 873,
+    "trolleybus, trolley coach, trackless trolley": 874,
+    "trombone": 875,
+    "tub, vat": 876,
+    "turnstile": 877,
+    "tusker": 101,
+    "typewriter keyboard": 878,
+    "umbrella": 879,
+    "unicycle, monocycle": 880,
+    "upright, upright piano": 881,
+    "vacuum, vacuum cleaner": 882,
+    "valley, vale": 979,
+    "vase": 883,
+    "vault": 884,
+    "velvet": 885,
+    "vending machine": 886,
+    "vestment": 887,
+    "viaduct": 888,
+    "vine snake": 59,
+    "violin, fiddle": 889,
+    "vizsla, Hungarian pointer": 211,
+    "volcano": 980,
+    "volleyball": 890,
+    "vulture": 23,
+    "waffle iron": 891,
+    "walking stick, walkingstick, stick insect": 313,
+    "wall clock": 892,
+    "wallaby, brush kangaroo": 104,
+    "wallet, billfold, notecase, pocketbook": 893,
+    "wardrobe, closet, press": 894,
+    "warplane, military plane": 895,
+    "warthog": 343,
+    "washbasin, handbasin, washbowl, lavabo, wash-hand basin": 896,
+    "washer, automatic washer, washing machine": 897,
+    "water bottle": 898,
+    "water buffalo, water ox, Asiatic buffalo, Bubalus bubalis": 346,
+    "water jug": 899,
+    "water ouzel, dipper": 20,
+    "water snake": 58,
+    "water tower": 900,
+    "weasel": 356,
+    "web site, website, internet site, site": 916,
+    "weevil": 307,
+    "whippet": 172,
+    "whiptail, whiptail lizard": 41,
+    "whiskey jug": 901,
+    "whistle": 902,
+    "white stork, Ciconia ciconia": 127,
+    "white wolf, Arctic wolf, Canis lupus tundrarum": 270,
+    "wig": 903,
+    "wild boar, boar, Sus scrofa": 342,
+    "window screen": 904,
+    "window shade": 905,
+    "wine bottle": 907,
+    "wing": 908,
+    "wire-haired fox terrier": 188,
+    "wok": 909,
+    "wolf spider, hunting spider": 77,
+    "wombat": 106,
+    "wood rabbit, cottontail, cottontail rabbit": 330,
+    "wooden spoon": 910,
+    "wool, woolen, woollen": 911,
+    "worm fence, snake fence, snake-rail fence, Virginia fence": 912,
+    "wreck": 913,
+    "yawl": 914,
+    "yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum": 986,
+    "yurt": 915,
+    "zebra": 340,
+    "zucchini, courgette": 939
+  },
+  "layer_type": "bottleneck",
+  "model_type": "resnet",
+  "num_channels": 3,
+  "torch_dtype": "float32",
+  "transformers_version": "4.18.0.dev0"
+}

preprocessor_config.json → other/preprocessor_config.json RENAMED Viewed

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requirements.txt ADDED Viewed

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+optimum[onnxruntime]==1.2.3
+mkl-include
+mkl
+#pipeline
+# spacy
+transformers
+datasets
+evaluate
+# torch

special_tokens_map.json ADDED Viewed

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1	+ {"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

test-2 ADDED Viewed

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1	+ Subproject commit 283e40c4f4e56ee3701d6437b279fb54a7db5552

tokenizer.json ADDED Viewed

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tokenizer_config.json ADDED Viewed

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1	+ {"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "onnx", "tokenizer_class": "DistilBertTokenizer"}

vocab.txt ADDED Viewed

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