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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 65% 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/ZczsAU6cAgsqOBE3E8MM2.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 0.9387 0.8884 0.9129 2258
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- American Bobtail 0.2751 0.0872 0.1325 2258
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- American Curl 0.8283 0.7843 0.8057 2258
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- American Shorthair 0.1863 0.0133 0.0248 2258
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- Applehead Siamese 0.9210 0.9597 0.9399 2258
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- Balinese 0.7079 0.8384 0.7676 2258
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- Bengal 0.6863 0.7267 0.7060 2258
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- Birman 0.6978 0.8016 0.7461 2258
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- Bombay 0.4681 0.8410 0.6014 2258
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- British Shorthair 0.5823 0.6019 0.5919 2258
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- Burmese 0.7840 0.6749 0.7254 2258
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- Calico 0.5524 0.5974 0.5740 2258
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- Cornish Rex 0.9693 0.9938 0.9814 2258
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- Devon Rex 0.9406 0.9894 0.9644 2258
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- Dilute Calico 0.5449 0.5514 0.5481 2258
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- Dilute Tortoiseshell 0.5501 0.6763 0.6067 2258
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- Domestic Long Hair 0.3494 0.2768 0.3089 2258
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- Domestic Medium Hair 0.2192 0.0740 0.1106 2258
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- Domestic Short Hair 0.5743 0.7976 0.6678 2258
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- Egyptian Mau 0.7066 0.8043 0.7523 2258
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- Exotic Shorthair 0.7952 0.6430 0.7111 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.2588 0.0390 0.0677 2258
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- Havana 0.9222 0.9553 0.9384 2258
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- Himalayan 0.6655 0.6151 0.6394 2258
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- Japanese Bobtail 0.7733 0.8822 0.8242 2258
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- Maine Coon 0.3726 0.5128 0.4316 2258
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- Manx 0.2973 0.0195 0.0366 2258
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- Munchkin 0.5517 0.5864 0.5685 2258
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- Nebelung 0.8910 0.9956 0.9404 2258
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- Norwegian Forest 0.5938 0.6311 0.6119 2258
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- Oriental Short Hair 0.5957 0.2976 0.3969 2258
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- Persian 0.7637 0.7329 0.7480 2258
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- Ragamuffin 0.8784 0.9181 0.8978 2258
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- Ragdoll 0.5070 0.3671 0.4259 2258
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- Russian Blue 0.7310 0.8871 0.8015 2258
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- Scottish Fold 0.8706 0.7985 0.8330 2258
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- Siamese 0.6086 0.5151 0.5579 2258
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- Siberian 0.7577 0.8282 0.7914 2258
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- Snowshoe 0.7149 0.7498 0.7319 2258
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- Sphynx 0.9933 0.9796 0.9864 2258
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- Tabby 0.2625 0.2573 0.2599 2258
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- Tiger 0.2907 0.5381 0.3774 2258
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- Tonkinese 0.7818 0.8583 0.8182 2258
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- Torbie 0.4781 0.5788 0.5236 2258
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- Tortoiseshell 0.6069 0.8020 0.6910 2258
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- Turkish Angora 0.6085 0.6882 0.6459 2258
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- Turkish Van 0.5477 0.7498 0.6330 2258
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- Tuxedo 0.5388 0.8060 0.6458 2258
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- accuracy 0.6502 108384
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- macro avg 0.6279 0.6502 0.6251 108384
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- weighted avg 0.6279 0.6502 0.6251 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/6449300e3adf50d864095b90/69JVXQUwWDl-6h76yvWdt.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 0.9517 0.8818 0.9154 2258
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+ American Bobtail 0.2800 0.1014 0.1489 2258
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+ American Curl 0.8084 0.7865 0.7973 2258
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+ American Shorthair 0.1564 0.0124 0.0230 2258
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+ Applehead Siamese 0.9224 0.9686 0.9449 2258
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+ Balinese 0.7271 0.8366 0.7780 2258
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+ Bengal 0.6922 0.7241 0.7078 2258
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+ Birman 0.7330 0.7927 0.7617 2258
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+ Bombay 0.4852 0.8428 0.6159 2258
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+ British Shorthair 0.5846 0.6351 0.6088 2258
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+ Burmese 0.7730 0.6891 0.7286 2258
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+ Calico 0.5623 0.5837 0.5728 2258
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+ Cornish Rex 0.9618 0.9911 0.9762 2258
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+ Devon Rex 0.9346 0.9872 0.9602 2258
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+ Dilute Calico 0.5448 0.5363 0.5405 2258
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+ Dilute Tortoiseshell 0.5344 0.6568 0.5893 2258
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+ Domestic Long Hair 0.3356 0.2582 0.2919 2258
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+ Domestic Medium Hair 0.2142 0.0722 0.1080 2258
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+ Domestic Short Hair 0.6069 0.8446 0.7063 2258
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+ Egyptian Mau 0.7261 0.8065 0.7642 2258
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+ Exotic Shorthair 0.8000 0.6678 0.7280 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.2692 0.0465 0.0793 2258
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+ Havana 0.9264 0.9588 0.9423 2258
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+ Himalayan 0.6659 0.6222 0.6433 2258
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+ Japanese Bobtail 0.7976 0.9021 0.8466 2258
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+ Maine Coon 0.3810 0.5164 0.4385 2258
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+ Manx 0.2653 0.0173 0.0324 2258
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+ Munchkin 0.5869 0.6191 0.6026 2258
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+ Nebelung 0.8971 0.9880 0.9404 2258
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+ Norwegian Forest 0.5979 0.6572 0.6262 2258
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+ Oriental Short Hair 0.6182 0.3463 0.4439 2258
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+ Persian 0.7616 0.7298 0.7454 2258
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+ Ragamuffin 0.8929 0.9194 0.9060 2258
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+ Ragdoll 0.5139 0.3942 0.4461 2258
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+ Russian Blue 0.7303 0.8933 0.8036 2258
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+ Scottish Fold 0.8616 0.8025 0.8310 2258
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+ Siamese 0.6016 0.5443 0.5715 2258
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+ Siberian 0.7688 0.8587 0.8113 2258
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+ Snowshoe 0.7166 0.7693 0.7420 2258
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+ Sphynx 0.9959 0.9787 0.9873 2258
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+ Tabby 0.2731 0.2733 0.2732 2258
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+ Tiger 0.2989 0.5434 0.3857 2258
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+ Tonkinese 0.8178 0.8570 0.8369 2258
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+ Torbie 0.4840 0.5815 0.5283 2258
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+ Tortoiseshell 0.5948 0.8016 0.6829 2258
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+ Turkish Angora 0.6075 0.6683 0.6364 2258
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+ Turkish Van 0.5588 0.7533 0.6416 2258
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+ Tuxedo 0.5451 0.8034 0.6495 2258
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+ accuracy 0.6567 108384
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+ macro avg 0.6326 0.6567 0.6321 108384
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+ weighted avg 0.6326 0.6567 0.6321 108384
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  ```