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cat_breed_image_detection

Image Classification
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Safetensors
vit
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@@ -8,63 +8,63 @@ Detects cat breed (from the list of 48 common breeds) with about 75% 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/sJRx_7diiHKhEHTQCv3VK.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 0.9720 0.9544 0.9631 2258
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- American Bobtail 0.3756 0.4371 0.4040 2258
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- American Curl 0.9213 0.9119 0.9165 2258
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- American Shorthair 0.2062 0.0381 0.0643 2258
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- Applehead Siamese 0.9714 0.9925 0.9818 2258
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- Balinese 0.9045 0.9477 0.9256 2258
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- Bengal 0.7643 0.7697 0.7670 2258
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- Birman 0.8670 0.9212 0.8933 2258
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- Bombay 0.5918 0.8654 0.7029 2258
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- British Shorthair 0.7606 0.8299 0.7937 2258
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- Burmese 0.9104 0.9225 0.9164 2258
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- Calico 0.6037 0.6444 0.6234 2258
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- Cornish Rex 0.9964 0.9929 0.9947 2258
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- Devon Rex 0.9800 1.0000 0.9899 2258
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- Dilute Calico 0.5844 0.5549 0.5693 2258
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- Dilute Tortoiseshell 0.5674 0.6749 0.6165 2258
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- Domestic Long Hair 0.3825 0.3136 0.3446 2258
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- Domestic Medium Hair 0.2462 0.0992 0.1414 2258
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- Domestic Short Hair 0.9204 0.9827 0.9505 2258
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- Egyptian Mau 0.8664 0.8986 0.8822 2258
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- Exotic Shorthair 0.8686 0.7963 0.8309 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3690 0.1696 0.2324 2258
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- Havana 0.9742 0.9690 0.9716 2258
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- Himalayan 0.7684 0.7126 0.7394 2258
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- Japanese Bobtail 0.9704 0.9712 0.9708 2258
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- Maine Coon 0.4853 0.6435 0.5533 2258
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- Manx 0.3907 0.0895 0.1456 2258
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- Munchkin 0.9168 0.9420 0.9292 2258
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- Nebelung 0.9602 0.9934 0.9765 2258
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- Norwegian Forest 0.7924 0.8251 0.8084 2258
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- Oriental Short Hair 0.8167 0.7241 0.7676 2258
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- Persian 0.8148 0.7932 0.8039 2258
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- Ragamuffin 0.9573 0.9920 0.9743 2258
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- Ragdoll 0.6544 0.5912 0.6212 2258
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- Russian Blue 0.8213 0.9035 0.8604 2258
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- Scottish Fold 0.9668 0.8893 0.9264 2258
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- Siamese 0.7495 0.7210 0.7350 2258
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- Siberian 0.9315 0.9632 0.9471 2258
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- Snowshoe 0.8053 0.8171 0.8112 2258
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- Sphynx 0.9960 0.9885 0.9922 2258
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- Tabby 0.3506 0.3512 0.3509 2258
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- Tiger 0.3786 0.5895 0.4610 2258
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- Tonkinese 0.9448 0.9398 0.9423 2258
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- Torbie 0.5447 0.6346 0.5862 2258
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- Tortoiseshell 0.6531 0.7879 0.7142 2258
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- Turkish Angora 0.7253 0.7950 0.7585 2258
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- Turkish Van 0.7159 0.8950 0.7955 2258
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- Tuxedo 0.6118 0.8388 0.7075 2258
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- accuracy 0.7516 108384
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- macro avg 0.7360 0.7516 0.7366 108384
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- weighted avg 0.7360 0.7516 0.7366 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/onxdtBNBqTj0K12vgm_A5.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 0.9769 0.9553 0.9660 2258
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+ American Bobtail 0.3553 0.4411 0.3936 2258
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+ American Curl 0.9262 0.9119 0.9190 2258
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+ American Shorthair 0.1971 0.0363 0.0613 2258
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+ Applehead Siamese 0.9744 0.9934 0.9838 2258
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+ Balinese 0.9130 0.9531 0.9326 2258
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+ Bengal 0.7582 0.7817 0.7697 2258
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+ Birman 0.8562 0.9336 0.8932 2258
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+ Bombay 0.6105 0.8503 0.7107 2258
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+ British Shorthair 0.7703 0.8450 0.8059 2258
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+ Burmese 0.9125 0.9371 0.9246 2258
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+ Calico 0.6105 0.6191 0.6148 2258
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+ Cornish Rex 0.9938 0.9903 0.9920 2258
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+ Devon Rex 0.9783 1.0000 0.9890 2258
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+ Dilute Calico 0.5986 0.5793 0.5888 2258
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+ Dilute Tortoiseshell 0.5690 0.6997 0.6276 2258
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+ Domestic Long Hair 0.3888 0.3299 0.3570 2258
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+ Domestic Medium Hair 0.2795 0.1112 0.1591 2258
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+ Domestic Short Hair 0.9348 0.9721 0.9531 2258
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+ Egyptian Mau 0.8779 0.9105 0.8939 2258
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+ Exotic Shorthair 0.8743 0.7976 0.8342 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3800 0.1802 0.2445 2258
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+ Havana 0.9791 0.9752 0.9771 2258
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+ Himalayan 0.7904 0.6949 0.7396 2258
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+ Japanese Bobtail 0.9732 0.9655 0.9693 2258
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+ Maine Coon 0.4974 0.6408 0.5601 2258
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+ Manx 0.3724 0.0957 0.1522 2258
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+ Munchkin 0.9190 0.9544 0.9363 2258
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+ Nebelung 0.9619 0.9938 0.9776 2258
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+ Norwegian Forest 0.8022 0.8299 0.8158 2258
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+ Oriental Short Hair 0.8318 0.7622 0.7955 2258
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+ Persian 0.8089 0.7834 0.7960 2258
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+ Ragamuffin 0.9624 0.9748 0.9685 2258
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+ Ragdoll 0.6393 0.6129 0.6258 2258
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+ Russian Blue 0.8078 0.9101 0.8559 2258
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+ Scottish Fold 0.9755 0.8809 0.9258 2258
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+ Siamese 0.7387 0.7387 0.7387 2258
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+ Siberian 0.9499 0.9486 0.9493 2258
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+ Snowshoe 0.8175 0.7914 0.8042 2258
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+ Sphynx 0.9964 0.9889 0.9927 2258
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+ Tabby 0.3495 0.3446 0.3470 2258
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+ Tiger 0.3954 0.5952 0.4752 2258
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+ Tonkinese 0.9614 0.9384 0.9498 2258
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+ Torbie 0.5306 0.6408 0.5805 2258
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+ Tortoiseshell 0.6590 0.8038 0.7243 2258
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+ Turkish Angora 0.7248 0.8118 0.7658 2258
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+ Turkish Van 0.7342 0.8955 0.8069 2258
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+ Tuxedo 0.6181 0.8481 0.7151 2258
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+ accuracy 0.7552 108384
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+ macro avg 0.7403 0.7552 0.7408 108384
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+ weighted avg 0.7403 0.7552 0.7408 108384
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  ```