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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 0.9518 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 72% 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/6449300e3adf50d864095b90/1bsfIrpKkADECUOjdcLPy.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 0.9673 0.9305 0.9485 2258
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American Bobtail 0.3117 0.2932 0.3021 2258
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American Curl 0.8846 0.8928 0.8887 2258
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American Shorthair 0.1994 0.0297 0.0517 2258
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Applehead Siamese 0.9700 0.9876 0.9787 2258
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Balinese 0.8731 0.9234 0.8975 2258
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Bengal 0.7244 0.7498 0.7369 2258
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Birman 0.8180 0.8760 0.8460 2258
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Bombay 0.5495 0.8508 0.6677 2258
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British Shorthair 0.6991 0.7520 0.7246 2258
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Burmese 0.8542 0.8822 0.8680 2258
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Calico 0.5786 0.6116 0.5946 2258
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Cornish Rex 0.9955 0.9898 0.9927 2258
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Devon Rex 0.9727 0.9938 0.9831 2258
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Dilute Calico 0.5781 0.5540 0.5658 2258
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Dilute Tortoiseshell 0.5750 0.6754 0.6212 2258
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Domestic Long Hair 0.3805 0.3060 0.3392 2258
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Domestic Medium Hair 0.2508 0.0983 0.1413 2258
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Domestic Short Hair 0.8699 0.9801 0.9217 2258
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Egyptian Mau 0.8252 0.8844 0.8538 2258
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Exotic Shorthair 0.8446 0.7462 0.7924 2258
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Extra-Toes Cat - Hemingway Polydactyl 0.3566 0.1311 0.1917 2258
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Havana 0.9643 0.9694 0.9669 2258
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Himalayan 0.7352 0.6825 0.7079 2258
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Japanese Bobtail 0.9358 0.9690 0.9521 2258
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Maine Coon 0.4502 0.5943 0.5123 2258
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Manx 0.2775 0.0447 0.0770 2258
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Munchkin 0.8215 0.8928 0.8557 2258
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Nebelung 0.9518 0.9965 0.9736 2258
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Norwegian Forest 0.7287 0.7790 0.7530 2258
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Oriental Short Hair 0.7218 0.5988 0.6546 2258
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Persian 0.7971 0.7706 0.7836 2258
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Ragamuffin 0.9417 0.9730 0.9571 2258
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Ragdoll 0.5960 0.5279 0.5599 2258
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Russian Blue 0.7750 0.9043 0.8347 2258
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Scottish Fold 0.9533 0.8676 0.9084 2258
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Siamese 0.7187 0.6687 0.6928 2258
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Siberian 0.9017 0.9464 0.9235 2258
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Snowshoe 0.7734 0.7874 0.7803 2258
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Sphynx 0.9969 0.9863 0.9915 2258
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Tabby 0.3181 0.3060 0.3120 2258
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Tiger 0.3638 0.5709 0.4444 2258
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Tonkinese 0.9255 0.9291 0.9273 2258
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Torbie 0.5063 0.6231 0.5587 2258
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Tortoiseshell 0.6405 0.7803 0.7035 2258
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Turkish Angora 0.6801 0.7524 0.7145 2258
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Turkish Van 0.6508 0.8534 0.7385 2258
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Tuxedo 0.5899 0.8344 0.6911 2258
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accuracy 0.7239 108384
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macro avg 0.7040 0.7239 0.7059 108384
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weighted avg 0.7040 0.7239 0.7059 108384
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```
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