{"id":17614125,"url":"https://github.com/dr413677671/anime-image-classification","last_synced_at":"2026-02-27T08:05:47.148Z","repository":{"id":65353956,"uuid":"569761743","full_name":"dr413677671/Anime-image-classification","owner":"dr413677671","description":"Anime image theme classification model and its 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returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["anime","computer-vision","deep-learning","image-classification","machine-learning","xception"],"created_at":"2024-10-22T18:24:26.928Z","updated_at":"2026-02-27T08:05:47.115Z","avatar_url":"https://github.com/dr413677671.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\u003ca name=\"readme-top\"\u003e\u003c/a\u003e\n\n\u003cdiv align=\"center\"\u003e\n\n[![Contributors][contributors-shield]][contributors-url]\n[![Forks][forks-shield]][forks-url]\n[![Stargazers][stars-shield]][stars-url]\n[![Issues][issues-shield]][issues-url]\n\u003c/div\u003e\n\n\u003cdiv align=\"center\"\u003e\n  \u003ca href=\"https://github.com/dr413677671/Anime-image-classification\"\u003e\n    \u003cimg src=\"assets/logo.png\" alt=\"Logo\" width=\"384\" height=\"216\"\u003e\n  \u003c/a\u003e\n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003e\n  \u003ch3 align=\"center\"\u003eAnime Theme Classification\u003c/h3\u003e\n  \u003cp align=\"center\"\u003e\n    Anime image theme classification webApp.\n    \u003cbr /\u003e\n    \u003ca href=\"https://huggingface.co/spaces/darkCat/Anime-image-classification\"\u003e\u003cstrong\u003ePlay the model »\u003c/strong\u003e\u003c/a\u003e\n    \u003cbr /\u003e\n    \u003cbr /\u003e\n    \u003ca href=\"https://github.com/dr413677671/Anime-image-classification/README.md\"\u003eExplore the docs\u003c/a\u003e\n    ·\n    \u003ca href=\"https://github.com/dr413677671/Anime-image-classification/issues\"\u003eReport Bug\u003c/a\u003e\n    ·\n    \u003ca href=\"https://github.com/dr413677671/Anime-image-classification/issues\"\u003eRequest Feature\u003c/a\u003e\n  \u003c/p\u003e\n\u003c/div\u003e\n\n\n\u003c!-- ABOUT THE PROJECT --\u003e\n\n\u003cdiv align=center\u003e\n\u003cimg src='./front.JPG'\u003e\n\u003c/div\u003e\n\n## About this project\n\nAnime theme classification.\n\nOne stage classification (home-trained) + combined background matting.\n\n\u003cimg src='./illustration_preview.png'\u003e\n\n## Features:\n\n- [x] Model\n    - [x] Xception\n    - [ ] SWIN2 (TBD)\n- [x] Data Augmentation\n    - [x] Random Crop\n    - [x] Rescale\n    - [x] Flip\n    - [ ] Saturation\n    - [ ] Contrast\n    - [ ] Noise/Denoise\n    - [ ] Mild rotate\n    - [ ] Mask\n- [ ] Hyperparameter Search\n- [ ] Ensemble Learning\n- [x] Others\n    - [x] Early-stopping\n    - [x] Finetune\n    - [x] Optimizer-Adam\n    - [x] Multi-labels classification\n    - [ ] Class-weighting\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n## Contact\n\u003cbr\u003e\n\n[\u003cimg src='https://cdn.jsdelivr.net/npm/simple-icons@3.0.1/icons/github.svg' alt='github' margin='10px' height='40'\u003e](https://github.com/https://github.com/dr413677671) \u0026nbsp;\u0026nbsp; [\u003cimg src='https://cdn.jsdelivr.net/npm/simple-icons@3.0.1/icons/youtube.svg' alt='YouTube' height='40'\u003e](https://www.youtube.com/channel/https://www.youtube.com/@randuan9718/videos) \u0026nbsp;\u0026nbsp; [\u003cimg src='https://cdn.jsdelivr.net/npm/simple-icons@3.0.1/icons/zhihu.svg' alt='zhihu' height='40'\u003e](https://www.zhihu.com/people/kumonoue) \n\n## Acknowledgments\n\n* [Xception](https://www.tensorflow.org/api_docs/python/tf/keras/applications/xception/Xception)\n* [Background Matting](https://github.com/PeterL1n/BackgroundMattingV2#model--weights)\n* [Background Segmentation](https://github.com/nikhilroxtomar/Remove-Photo-Background-using-TensorFlow)\n* [Gradio](https://github.com/gradio-app/gradio)\n* Logo genetrared by \u003ca href=\"https://github.com/CompVis/stable-diffusion\"\u003eStable-Diffusion\u003c/a\u003e\n\n[contributors-shield]: https://img.shields.io/github/contributors/dr413677671/Anime-image-classification.svg?style=for-the-badge\n[contributors-url]: https://github.com/dr413677671/Anime-image-classification/graphs/contributors\n[forks-shield]: https://img.shields.io/github/forks/dr413677671/Anime-image-classification.svg?style=for-the-badge\n[forks-url]: https://github.com/dr413677671/Anime-image-classification/network/members\n[stars-shield]: https://img.shields.io/github/stars/dr413677671/Anime-image-classification.svg?style=for-the-badge\n[stars-url]: https://github.com/dr413677671/Anime-image-classification/stargazers\n[issues-shield]: https://img.shields.io/github/issues/dr413677671/Anime-image-classification.svg?style=for-the-badge\n[issues-url]: https://github.com/dr413677671/Anime-image-classification/issues\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdr413677671%2Fanime-image-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdr413677671%2Fanime-image-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdr413677671%2Fanime-image-classification/lists"}