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README.md
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- accuracy
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- f1
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---
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Detects cat breed (from the list of 48 common breeds) with about
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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/
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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.
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American Bobtail 0.
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American Curl 0.
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American Shorthair 0.
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Applehead Siamese 0.
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Balinese 0.
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Bengal 0.
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Birman 0.
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Bombay 0.
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British Shorthair 0.
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Burmese 0.
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Calico 0.
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Cornish Rex 0.
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Devon Rex 0.
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Dilute Calico 0.
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Dilute Tortoiseshell 0.
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Domestic Long Hair 0.
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Domestic Medium Hair 0.
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Domestic Short Hair 0.
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Egyptian Mau 0.
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Exotic Shorthair 0.
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Extra-Toes Cat - Hemingway Polydactyl 0.
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Havana 0.
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Himalayan 0.
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Japanese Bobtail 0.
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Maine Coon 0.
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Manx 0.
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Munchkin 0.
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Nebelung 0.
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Norwegian Forest 0.
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Oriental Short Hair 0.
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Persian 0.
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Ragamuffin 0.
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Ragdoll 0.
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Russian Blue 0.
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Scottish Fold 0.
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Siamese 0.
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Siberian 0.
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Snowshoe 0.
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Sphynx 0.
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Tabby 0.
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Tiger 0.
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Tonkinese 0.
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Torbie 0.
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Tortoiseshell 0.
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Turkish Angora 0.
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Turkish Van 0.
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Tuxedo 0.
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accuracy 0.
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macro avg 0.
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weighted avg 0.
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```
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- accuracy
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- f1
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---
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+
Detects cat breed (from the list of 48 common breeds) with about 61% accuracy based on image.
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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/MSxJaKJivx2GuDN-uLqS2.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 0.9329 0.8676 0.8990 2258
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American Bobtail 0.2981 0.0562 0.0946 2258
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American Curl 0.7791 0.7578 0.7683 2258
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American Shorthair 0.1552 0.0080 0.0152 2258
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Applehead Siamese 0.8716 0.9322 0.9009 2258
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Balinese 0.6364 0.7533 0.6899 2258
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Bengal 0.6752 0.7108 0.6926 2258
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Birman 0.6543 0.7719 0.7082 2258
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Bombay 0.4271 0.8246 0.5627 2258
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British Shorthair 0.5383 0.5757 0.5564 2258
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Burmese 0.7192 0.5979 0.6530 2258
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Calico 0.5272 0.5802 0.5524 2258
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Cornish Rex 0.9532 0.9832 0.9680 2258
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Devon Rex 0.9104 0.9628 0.9359 2258
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Dilute Calico 0.5132 0.5252 0.5192 2258
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Dilute Tortoiseshell 0.5218 0.6453 0.5770 2258
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Domestic Long Hair 0.3040 0.2329 0.2638 2258
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Domestic Medium Hair 0.1877 0.0620 0.0932 2258
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Domestic Short Hair 0.4829 0.6196 0.5428 2258
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Egyptian Mau 0.6729 0.7826 0.7236 2258
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Exotic Shorthair 0.7761 0.6311 0.6961 2258
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Extra-Toes Cat - Hemingway Polydactyl 0.3151 0.0306 0.0557 2258
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Havana 0.8790 0.9265 0.9021 2258
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Himalayan 0.6469 0.5762 0.6095 2258
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Japanese Bobtail 0.6976 0.6785 0.6879 2258
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Maine Coon 0.3589 0.4951 0.4162 2258
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Manx 0.2308 0.0106 0.0203 2258
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Munchkin 0.4773 0.3866 0.4272 2258
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Nebelung 0.8569 0.9894 0.9184 2258
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Norwegian Forest 0.5332 0.6014 0.5652 2258
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Oriental Short Hair 0.5752 0.2321 0.3307 2258
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Persian 0.7363 0.7259 0.7310 2258
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Ragamuffin 0.7818 0.8698 0.8235 2258
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Ragdoll 0.4537 0.3384 0.3876 2258
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Russian Blue 0.7129 0.8764 0.7863 2258
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Scottish Fold 0.8489 0.7666 0.8057 2258
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Siamese 0.5762 0.4805 0.5240 2258
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Siberian 0.6675 0.6935 0.6803 2258
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Snowshoe 0.6843 0.7467 0.7141 2258
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Sphynx 0.9875 0.9810 0.9842 2258
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Tabby 0.2518 0.2298 0.2403 2258
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Tiger 0.2737 0.5465 0.3647 2258
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Tonkinese 0.7270 0.7936 0.7588 2258
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Torbie 0.4283 0.5633 0.4866 2258
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Tortoiseshell 0.5821 0.7901 0.6703 2258
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Turkish Angora 0.5817 0.6466 0.6124 2258
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Turkish Van 0.4924 0.7498 0.5945 2258
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Tuxedo 0.5263 0.8193 0.6409 2258
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accuracy 0.6130 108384
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macro avg 0.5921 0.6130 0.5865 108384
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weighted avg 0.5921 0.6130 0.5865 108384
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```
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