Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -4,7 +4,6 @@ import cv2
|
|
4 |
from rembg import new_session, remove
|
5 |
from PIL import Image
|
6 |
from io import BytesIO
|
7 |
-
import shutil
|
8 |
|
9 |
def inference(file, mask, model, alpha_influence, segmentation_strength, smoothing):
|
10 |
im = cv2.imread(file, cv2.IMREAD_COLOR)
|
@@ -19,11 +18,11 @@ def inference(file, mask, model, alpha_influence, segmentation_strength, smoothi
|
|
19 |
output = remove(
|
20 |
input,
|
21 |
only_mask=(True if mask == "Mask only" else False),
|
22 |
-
alpha_matting=True,
|
23 |
-
alpha_matting_foreground_threshold=alpha_influence,
|
24 |
-
alpha_matting_background_threshold=1 - alpha_influence,
|
25 |
-
alpha_matting_erode_size=int(segmentation_strength * 10),
|
26 |
-
alpha_matting_smoothing=smoothing,
|
27 |
session=new_session(model)
|
28 |
)
|
29 |
|
@@ -31,14 +30,13 @@ def inference(file, mask, model, alpha_influence, segmentation_strength, smoothi
|
|
31 |
|
32 |
return Image.open(BytesIO(output))
|
33 |
|
34 |
-
def save_image(output_image):
|
35 |
-
output_image.save("output.png", "PNG")
|
36 |
-
|
37 |
title = "Background Using RemBG"
|
38 |
-
description = "Gradio demo for RemBG.
|
|
|
|
|
39 |
|
40 |
gr.Interface(
|
41 |
-
|
42 |
[
|
43 |
gr.inputs.Image(type="filepath", label="Input"),
|
44 |
gr.inputs.Radio(
|
@@ -68,11 +66,11 @@ gr.Interface(
|
|
68 |
gr.inputs.Slider(minimum=0.0, maximum=1.0, default=0.5, label="Segmentation Strength"),
|
69 |
gr.inputs.Slider(minimum=0.0, maximum=1.0, default=0.5, label="Smoothing"),
|
70 |
],
|
71 |
-
|
72 |
-
|
73 |
-
],
|
74 |
title=title,
|
75 |
description=description,
|
|
|
76 |
examples=[["lion.png", "Default", "u2net", 0.5, 0.5, 0.5], ["girl.jpg", "Default", "u2net", 0.5, 0.5, 0.5], ["anime-girl.jpg", "Default", "isnet-anime", 0.5, 0.5, 0.5]],
|
77 |
enable_queue=True
|
78 |
).launch()
|
|
|
4 |
from rembg import new_session, remove
|
5 |
from PIL import Image
|
6 |
from io import BytesIO
|
|
|
7 |
|
8 |
def inference(file, mask, model, alpha_influence, segmentation_strength, smoothing):
|
9 |
im = cv2.imread(file, cv2.IMREAD_COLOR)
|
|
|
18 |
output = remove(
|
19 |
input,
|
20 |
only_mask=(True if mask == "Mask only" else False),
|
21 |
+
alpha_matting=True, # Habilitar el modo alpha matting
|
22 |
+
alpha_matting_foreground_threshold=alpha_influence, # Control de influencia del canal alfa
|
23 |
+
alpha_matting_background_threshold=1 - alpha_influence, # Control del canal alfa para el fondo
|
24 |
+
alpha_matting_erode_size=int(segmentation_strength * 10), # Control de fuerza de segmentación
|
25 |
+
alpha_matting_smoothing=smoothing, # Control de suavizado de bordes de la segmentación
|
26 |
session=new_session(model)
|
27 |
)
|
28 |
|
|
|
30 |
|
31 |
return Image.open(BytesIO(output))
|
32 |
|
|
|
|
|
|
|
33 |
title = "Background Using RemBG"
|
34 |
+
description = "<a href='https://www.buymeacoffee.com/diego2554' target='_blank'>Help me improve my computer equipment, I need RTX 4070 :)</a>Gradio demo for RemBG. erase the background of any image, To use it, simply upload your image and adjust the sliders and choose a eraser plugin from the U2net library. / <a href='https://huggingface.co/spaces/KenjieDec/RemBG' target='_blank'>Original article made by KenjieDec</a> / <a href='https://github.com/danielgatis/rembg' target='_blank'>Github Repo</a></p>"
|
35 |
+
article = "<p style='text-align: center;'><a href='https://github.com/danielgatis/rembg' target='_blank'>Github Repo</a></p>"
|
36 |
+
article = "<p style='text-align: center;'><a href='https://huggingface.co/spaces/KenjieDec/RemBG' target='_blank'>Model on Hugging Face</a></p>"
|
37 |
|
38 |
gr.Interface(
|
39 |
+
inference,
|
40 |
[
|
41 |
gr.inputs.Image(type="filepath", label="Input"),
|
42 |
gr.inputs.Radio(
|
|
|
66 |
gr.inputs.Slider(minimum=0.0, maximum=1.0, default=0.5, label="Segmentation Strength"),
|
67 |
gr.inputs.Slider(minimum=0.0, maximum=1.0, default=0.5, label="Smoothing"),
|
68 |
],
|
69 |
+
gr.outputs.Image(type="PIL", label="Output"),
|
70 |
+
#description = "<a href='https://huggingface.co/spaces/KenjieDec/RemBG' target='_blank'>Original article made by KenjieDec</a><a href='https://github.com/danielgatis/rembg' target='_blank'>Github Repo</a></p>"
|
|
|
71 |
title=title,
|
72 |
description=description,
|
73 |
+
article=article,
|
74 |
examples=[["lion.png", "Default", "u2net", 0.5, 0.5, 0.5], ["girl.jpg", "Default", "u2net", 0.5, 0.5, 0.5], ["anime-girl.jpg", "Default", "isnet-anime", 0.5, 0.5, 0.5]],
|
75 |
enable_queue=True
|
76 |
).launch()
|