{"id":20744402,"url":"https://github.com/pris-cv/an-erudite-fgvc-model","last_synced_at":"2025-04-24T05:46:48.813Z","repository":{"id":162180219,"uuid":"611641086","full_name":"PRIS-CV/An-Erudite-FGVC-Model","owner":"PRIS-CV","description":"Code release for Your “An Erudite Fine-Grained Visual Classification Model (CVPR 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An-Erudite-FGVC-Model\nCode release for “[An Erudite Fine-Grained Visual Classification Model](https://openaccess.thecvf.com/content/CVPR2023/papers/Chang_An_Erudite_Fine-Grained_Visual_Classification_Model_CVPR_2023_paper.pdf)\" (CVPR 2023)\n\n\n\n\u003c!-- ![Labrador](./labrador.jpg) --\u003e\n\n\n\n## Changelog\n- 2023/04/18 upload the code.\n\n\n## Requirements\n\n- python 3.6\n- PyTorch 1.7.1+cu110\n- torchvision  0.8.2+cu110\n- learn2learn 0.1.7\n\n## Data\n- Download datasets\n- Extract them to `data/cars/`, `data/birds/` and `data/airs/`, respectively.\n- Split the dataset into train and test folder, the index of each class should follow the Birds.xls, Air.xls, and Cars.xls\n\n* e.g., CUB-200-2011 dataset\n```\n  -/birds/train\n\t         └─── 001.Black_footed_Albatross\n\t                   └─── Black_Footed_Albatross_0001_796111.jpg\n\t                   └─── ...\n\t         └─── 002.Laysan_Albatross\n\t         └─── 003.Sooty_Albatross\n\t         └─── ...\n   -/birds/test\t\n             └─── ...         \n```\n\n\n\n## Training\n- `CUDA_VISIBLE_DEVICES=X python main.py` (Mix Cars and Flowers)\n\n\n\n\n## Citation\nIf you find this paper useful in your research, please consider citing:\n```\n@InProceedings{Chang2023Erudite,\n  title={An Erudite Fine-Grained Visual Classification Model},\n  author={Chang, Dongliang and Tong, Yujun and Du, Ruoyi and Timothy, Hospedales and Song, Yi-Zhe and Ma, Zhanyu },\n  booktitle = {Computer Vision and Pattern Recognition},\n  year={2023}\n}\n```\n\n## Contact\nThanks for your attention!\nIf you have any suggestion or question, you can leave a message here or contact us directly:\n- changdongliang@bupt.edu.cn\n- mazhanyu@bupt.edu.cn\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpris-cv%2Fan-erudite-fgvc-model","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpris-cv%2Fan-erudite-fgvc-model","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpris-cv%2Fan-erudite-fgvc-model/lists"}