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Initial commit - adding the three versions of the anime object detection models

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- ---
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- license: wtfpl
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Anime Head Detection Models
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+
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+ This repository contains three object detection models based on YOLOv5l and YOLOv8l architectures. The images in the dataset were taken from anime and art, with manga pages added to AnimeHeadsv3.
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+
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+ ## Versions
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+
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+ ### AnimeHeadsv3
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+
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+ - Description: The third and last version of the project based on YOLOv8l. The training set contains 8037 images.
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+ - Augmentation parameters:
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+ - Outputs per training example: 3
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+ - Flip: Horizontal
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+ - Saturation: Between -40% and +40%
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+ - Blur: Up to 4px
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+ - Noise: Up to 4% of pixels
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+ - Example images:
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+
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+ ![Example image 1](https://huggingface.co/nyuuzyou/AnimeHeads/resolve/main/examples/1v3.jpg)
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+ ![Example image 2](https://huggingface.co/nyuuzyou/AnimeHeads/resolve/main/examples/2v3.jpg)
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+ ![Example image 3](https://huggingface.co/nyuuzyou/AnimeHeads/resolve/main/examples/3v3.jpg)
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+
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+ - Model file: `animeheadsv3.weight`
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+
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+ ### AnimeHeadsv2
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+
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+ - Description: The second version of the project based on YOLOv8l. The training set contains 4632 images.
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+ - Augmentation parameters:
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+ - Outputs per training example: 3
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+ - Blur: Up to 2.75px
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+ - Noise: Up to 5% of pixels
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+ - Example images:
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+
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+ ![Example image 1](https://huggingface.co/nyuuzyou/AnimeHeads/resolve/main/examples/1v2.jpg)
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+ ![Example image 2](https://huggingface.co/nyuuzyou/AnimeHeads/resolve/main/examples/2v2.jpg)
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+ ![Example image 3](https://huggingface.co/nyuuzyou/AnimeHeads/resolve/main/examples/3v2.jpg)
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+ - Model file: `animeheadsv2.weight`
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+
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+ ### AnimeHeads
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+
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+ - Description: The first version of the project based on YOLOv5l. The training set contains 886 images.
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+ - Augmentation parameters: None
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+ - Example images:
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+
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+ ![Example image 1](https://huggingface.co/nyuuzyou/AnimeHeads/resolve/main/examples/1v1.jpg)
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+ ![Example image 2](https://huggingface.co/nyuuzyou/AnimeHeads/resolve/main/examples/2v1.jpg)
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+ ![Example image 3](https://huggingface.co/nyuuzyou/AnimeHeads/resolve/main/examples/3v1.jpg)
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+ - Model file: `animeheads.weight`
examples/1v1.jpg ADDED
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