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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 71% 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/6449300e3adf50d864095b90/6muRG9UVFbrIR1B-eDvvn.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 0.9647 0.9083 0.9357 2258
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- American Bobtail 0.3075 0.2564 0.2796 2258
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- American Curl 0.8835 0.8663 0.8748 2258
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- American Shorthair 0.1871 0.0244 0.0431 2258
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- Applehead Siamese 0.9636 0.9858 0.9746 2258
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- Balinese 0.8430 0.8990 0.8701 2258
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- Bengal 0.7201 0.7476 0.7336 2258
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- Birman 0.7825 0.8618 0.8202 2258
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- Bombay 0.5362 0.8397 0.6545 2258
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- British Shorthair 0.7041 0.7471 0.7250 2258
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- Burmese 0.8621 0.8835 0.8727 2258
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- Calico 0.5661 0.5992 0.5822 2258
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- Cornish Rex 0.9964 0.9911 0.9938 2258
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- Devon Rex 0.9686 0.9960 0.9821 2258
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- Dilute Calico 0.5733 0.5576 0.5653 2258
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- Dilute Tortoiseshell 0.5602 0.6718 0.6110 2258
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- Domestic Long Hair 0.3720 0.3127 0.3397 2258
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- Domestic Medium Hair 0.2486 0.0957 0.1382 2258
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- Domestic Short Hair 0.8342 0.9668 0.8956 2258
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- Egyptian Mau 0.8178 0.8769 0.8463 2258
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- Exotic Shorthair 0.8402 0.7055 0.7670 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.2942 0.0965 0.1454 2258
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- Havana 0.9579 0.9663 0.9621 2258
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- Himalayan 0.7146 0.6709 0.6921 2258
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- Japanese Bobtail 0.9231 0.9624 0.9423 2258
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- Maine Coon 0.4480 0.5748 0.5036 2258
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- Manx 0.3064 0.0469 0.0814 2258
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- Munchkin 0.7693 0.8477 0.8066 2258
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- Nebelung 0.9444 0.9854 0.9645 2258
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- Norwegian Forest 0.6942 0.7631 0.7270 2258
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- Oriental Short Hair 0.7058 0.5598 0.6244 2258
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- Persian 0.7899 0.7458 0.7672 2258
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- Ragamuffin 0.9334 0.9743 0.9534 2258
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- Ragdoll 0.5788 0.4978 0.5352 2258
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- Russian Blue 0.7719 0.9066 0.8338 2258
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- Scottish Fold 0.9011 0.8720 0.8863 2258
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- Siamese 0.6828 0.6426 0.6621 2258
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- Siberian 0.8878 0.9353 0.9109 2258
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- Snowshoe 0.7927 0.7755 0.7840 2258
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- Sphynx 0.9978 0.9867 0.9922 2258
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- Tabby 0.3136 0.3105 0.3120 2258
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- Tiger 0.3420 0.5629 0.4255 2258
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- Tonkinese 0.9042 0.9154 0.9098 2258
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- Torbie 0.5020 0.6129 0.5519 2258
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- Tortoiseshell 0.6323 0.7883 0.7018 2258
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- Turkish Angora 0.6667 0.7316 0.6976 2258
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- Turkish Van 0.6523 0.8384 0.7337 2258
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- Tuxedo 0.5758 0.8295 0.6797 2258
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- accuracy 0.7124 108384
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- macro avg 0.6920 0.7124 0.6936 108384
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- weighted avg 0.6920 0.7124 0.6936 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/FEQeGXz8g5Jj8qPyK9bJ6.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 0.9667 0.9269 0.9464 2258
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+ American Bobtail 0.3135 0.2586 0.2834 2258
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+ American Curl 0.8737 0.8791 0.8764 2258
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+ American Shorthair 0.1698 0.0239 0.0419 2258
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+ Applehead Siamese 0.9717 0.9872 0.9793 2258
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+ Balinese 0.8564 0.9247 0.8893 2258
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+ Bengal 0.7268 0.7365 0.7316 2258
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+ Birman 0.8037 0.8685 0.8348 2258
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+ Bombay 0.5441 0.8583 0.6660 2258
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+ British Shorthair 0.6986 0.7484 0.7227 2258
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+ Burmese 0.8657 0.8849 0.8752 2258
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+ Calico 0.5872 0.6054 0.5962 2258
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+ Cornish Rex 0.9929 0.9903 0.9916 2258
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+ Devon Rex 0.9705 0.9907 0.9805 2258
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+ Dilute Calico 0.5680 0.5624 0.5652 2258
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+ Dilute Tortoiseshell 0.5693 0.6767 0.6184 2258
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+ Domestic Long Hair 0.3584 0.3087 0.3317 2258
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+ Domestic Medium Hair 0.2537 0.0996 0.1431 2258
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+ Domestic Short Hair 0.8419 0.9787 0.9052 2258
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+ Egyptian Mau 0.8255 0.8818 0.8527 2258
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+ Exotic Shorthair 0.8624 0.7325 0.7921 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3190 0.1019 0.1544 2258
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+ Havana 0.9701 0.9619 0.9660 2258
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+ Himalayan 0.7178 0.6794 0.6981 2258
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+ Japanese Bobtail 0.9392 0.9646 0.9517 2258
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+ Maine Coon 0.4328 0.5930 0.5004 2258
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+ Manx 0.2976 0.0443 0.0771 2258
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+ Munchkin 0.8019 0.8751 0.8369 2258
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+ Nebelung 0.9518 0.9872 0.9691 2258
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+ Norwegian Forest 0.7332 0.7644 0.7485 2258
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+ Oriental Short Hair 0.7138 0.5833 0.6420 2258
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+ Persian 0.8031 0.7569 0.7793 2258
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+ Ragamuffin 0.9339 0.9632 0.9483 2258
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+ Ragdoll 0.5884 0.5128 0.5480 2258
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+ Russian Blue 0.7806 0.9061 0.8387 2258
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+ Scottish Fold 0.9280 0.8623 0.8939 2258
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+ Siamese 0.7075 0.6439 0.6742 2258
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+ Siberian 0.8922 0.9278 0.9097 2258
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+ Snowshoe 0.7782 0.7892 0.7836 2258
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+ Sphynx 0.9964 0.9907 0.9936 2258
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+ Tabby 0.3131 0.3215 0.3172 2258
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+ Tiger 0.3487 0.5700 0.4327 2258
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+ Tonkinese 0.9074 0.9331 0.9201 2258
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+ Torbie 0.5061 0.6045 0.5510 2258
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+ Tortoiseshell 0.6348 0.8029 0.7090 2258
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+ Turkish Angora 0.6823 0.7560 0.7172 2258
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+ Turkish Van 0.6607 0.8450 0.7415 2258
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+ Tuxedo 0.5943 0.8468 0.6984 2258
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+ accuracy 0.7190 108384
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+ macro avg 0.6990 0.7190 0.7005 108384
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+ weighted avg 0.6990 0.7190 0.7005 108384
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  ```