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dima806
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cat_breed_image_detection

Image Classification
Transformers
Safetensors
vit
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@@ -8,63 +8,63 @@ Detects cat breed (from the list of 48 common breeds) with about 70% accuracy ba
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  See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/ZbeLo6MhrUT6kha7fL73P.png)
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  ```
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  Classification report:
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  precision recall f1-score support
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- Abyssinian 0.9691 0.9039 0.9354 2258
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- American Bobtail 0.2961 0.1940 0.2344 2258
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- American Curl 0.8650 0.8485 0.8567 2258
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- American Shorthair 0.2030 0.0244 0.0435 2258
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- Applehead Siamese 0.9683 0.9867 0.9774 2258
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- Balinese 0.8031 0.8942 0.8462 2258
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- Bengal 0.7085 0.7427 0.7252 2258
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- Birman 0.7628 0.8561 0.8068 2258
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- Bombay 0.5053 0.8592 0.6364 2258
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- British Shorthair 0.6634 0.6931 0.6779 2258
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- Burmese 0.8347 0.8273 0.8310 2258
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- Calico 0.5736 0.5952 0.5842 2258
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- Cornish Rex 0.9851 0.9925 0.9887 2258
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- Devon Rex 0.9668 0.9925 0.9795 2258
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- Dilute Calico 0.5681 0.5580 0.5630 2258
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- Dilute Tortoiseshell 0.5614 0.6798 0.6150 2258
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- Domestic Long Hair 0.3526 0.3029 0.3259 2258
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- Domestic Medium Hair 0.2225 0.0903 0.1285 2258
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- Domestic Short Hair 0.7859 0.9690 0.8679 2258
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- Egyptian Mau 0.8096 0.8570 0.8326 2258
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- Exotic Shorthair 0.8297 0.6838 0.7497 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3105 0.0864 0.1351 2258
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- Havana 0.9670 0.9597 0.9633 2258
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- Himalayan 0.7133 0.6457 0.6778 2258
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- Japanese Bobtail 0.8707 0.9420 0.9049 2258
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- Maine Coon 0.4207 0.5850 0.4894 2258
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- Manx 0.3450 0.0394 0.0707 2258
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- Munchkin 0.7230 0.8171 0.7672 2258
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- Nebelung 0.9410 0.9889 0.9644 2258
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- Norwegian Forest 0.7185 0.6975 0.7079 2258
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- Oriental Short Hair 0.6909 0.5089 0.5861 2258
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- Persian 0.7677 0.7595 0.7636 2258
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- Ragamuffin 0.9238 0.9774 0.9499 2258
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- Ragdoll 0.5908 0.4712 0.5243 2258
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- Russian Blue 0.7587 0.9039 0.8250 2258
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- Scottish Fold 0.9108 0.8361 0.8719 2258
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- Siamese 0.6623 0.6072 0.6335 2258
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- Siberian 0.8566 0.9181 0.8863 2258
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- Snowshoe 0.7697 0.7728 0.7713 2258
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- Sphynx 0.9955 0.9876 0.9916 2258
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- Tabby 0.3015 0.3158 0.3085 2258
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- Tiger 0.3379 0.5598 0.4214 2258
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- Tonkinese 0.8897 0.9145 0.9019 2258
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- Torbie 0.5011 0.6014 0.5467 2258
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- Tortoiseshell 0.6374 0.7972 0.7084 2258
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- Turkish Angora 0.6689 0.7166 0.6919 2258
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- Turkish Van 0.6129 0.8268 0.7040 2258
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- Tuxedo 0.5709 0.8184 0.6726 2258
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- accuracy 0.7001 108384
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- macro avg 0.6811 0.7001 0.6801 108384
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- weighted avg 0.6811 0.7001 0.6801 108384
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  ```
 
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  See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/D86YiAS52sBCzY5vcfsDh.png)
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  ```
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  Classification report:
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  precision recall f1-score support
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+ Abyssinian 0.9563 0.9101 0.9326 2258
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+ American Bobtail 0.2963 0.2170 0.2505 2258
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+ American Curl 0.8700 0.8680 0.8690 2258
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+ American Shorthair 0.2165 0.0279 0.0494 2258
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+ Applehead Siamese 0.9602 0.9827 0.9713 2258
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+ Balinese 0.8511 0.8933 0.8717 2258
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+ Bengal 0.7104 0.7431 0.7264 2258
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+ Birman 0.7758 0.8565 0.8141 2258
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+ Bombay 0.5275 0.8370 0.6471 2258
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+ British Shorthair 0.7037 0.7077 0.7057 2258
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+ Burmese 0.8306 0.8663 0.8480 2258
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+ Calico 0.5647 0.6045 0.5840 2258
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+ Cornish Rex 0.9912 0.9929 0.9920 2258
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+ Devon Rex 0.9690 0.9960 0.9823 2258
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+ Dilute Calico 0.5708 0.5496 0.5600 2258
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+ Dilute Tortoiseshell 0.5650 0.6643 0.6106 2258
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+ Domestic Long Hair 0.3461 0.2843 0.3122 2258
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+ Domestic Medium Hair 0.2188 0.0855 0.1229 2258
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+ Domestic Short Hair 0.8187 0.9739 0.8896 2258
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+ Egyptian Mau 0.8025 0.8441 0.8228 2258
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+ Exotic Shorthair 0.8507 0.7117 0.7750 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3025 0.0957 0.1454 2258
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+ Havana 0.9669 0.9690 0.9679 2258
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+ Himalayan 0.7094 0.6594 0.6835 2258
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+ Japanese Bobtail 0.8946 0.9584 0.9254 2258
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+ Maine Coon 0.4325 0.5872 0.4981 2258
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+ Manx 0.3381 0.0421 0.0748 2258
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+ Munchkin 0.7435 0.8601 0.7975 2258
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+ Nebelung 0.9363 0.9894 0.9621 2258
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+ Norwegian Forest 0.7042 0.7414 0.7223 2258
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+ Oriental Short Hair 0.6729 0.5257 0.5903 2258
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+ Persian 0.7815 0.7586 0.7699 2258
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+ Ragamuffin 0.9286 0.9677 0.9477 2258
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+ Ragdoll 0.5767 0.4863 0.5276 2258
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+ Russian Blue 0.7660 0.9105 0.8321 2258
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+ Scottish Fold 0.9232 0.8406 0.8799 2258
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+ Siamese 0.6758 0.6027 0.6372 2258
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+ Siberian 0.8686 0.9278 0.8972 2258
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+ Snowshoe 0.7758 0.7817 0.7787 2258
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+ Sphynx 0.9951 0.9827 0.9889 2258
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+ Tabby 0.3106 0.3167 0.3136 2258
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+ Tiger 0.3337 0.5474 0.4146 2258
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+ Tonkinese 0.8848 0.9119 0.8981 2258
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+ Torbie 0.5020 0.6010 0.5471 2258
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+ Tortoiseshell 0.6303 0.8012 0.7055 2258
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+ Turkish Angora 0.6615 0.7347 0.6962 2258
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+ Turkish Van 0.6175 0.8251 0.7064 2258
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+ Tuxedo 0.5743 0.8251 0.6772 2258
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+ accuracy 0.7055 108384
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+ macro avg 0.6855 0.7055 0.6859 108384
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+ weighted avg 0.6855 0.7055 0.6859 108384
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  ```