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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 74% 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/A4zGByVgUP6OnxJ9Dt_R4.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 0.9709 0.9322 0.9512 2258
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- American Bobtail 0.3353 0.3583 0.3464 2258
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- American Curl 0.9256 0.9088 0.9171 2258
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- American Shorthair 0.1887 0.0310 0.0533 2258
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- Applehead Siamese 0.9791 0.9942 0.9866 2258
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- Balinese 0.8862 0.9380 0.9114 2258
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- Bengal 0.7284 0.7591 0.7434 2258
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- Birman 0.8283 0.8955 0.8606 2258
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- Bombay 0.5685 0.8565 0.6834 2258
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- British Shorthair 0.7537 0.7750 0.7642 2258
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- Burmese 0.8872 0.9088 0.8978 2258
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- Calico 0.5909 0.6191 0.6047 2258
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- Cornish Rex 0.9929 0.9903 0.9916 2258
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- Devon Rex 0.9737 1.0000 0.9867 2258
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- Dilute Calico 0.5948 0.5376 0.5648 2258
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- Dilute Tortoiseshell 0.5658 0.6794 0.6174 2258
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- Domestic Long Hair 0.3834 0.3224 0.3503 2258
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- Domestic Medium Hair 0.2600 0.1032 0.1477 2258
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- Domestic Short Hair 0.8951 0.9863 0.9385 2258
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- Egyptian Mau 0.8504 0.8911 0.8702 2258
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- Exotic Shorthair 0.8426 0.7755 0.8077 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3654 0.1413 0.2038 2258
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- Havana 0.9757 0.9761 0.9759 2258
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- Himalayan 0.7650 0.6833 0.7219 2258
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- Japanese Bobtail 0.9595 0.9761 0.9677 2258
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- Maine Coon 0.4799 0.6134 0.5385 2258
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- Manx 0.3624 0.0735 0.1222 2258
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- Munchkin 0.8802 0.9566 0.9168 2258
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- Nebelung 0.9614 0.9929 0.9769 2258
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- Norwegian Forest 0.7638 0.8020 0.7825 2258
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- Oriental Short Hair 0.7876 0.6833 0.7318 2258
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- Persian 0.8110 0.7640 0.7868 2258
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- Ragamuffin 0.9584 0.9885 0.9732 2258
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- Ragdoll 0.6155 0.5452 0.5782 2258
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- Russian Blue 0.7915 0.9114 0.8473 2258
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- Scottish Fold 0.9600 0.8818 0.9192 2258
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- Siamese 0.7236 0.7002 0.7117 2258
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- Siberian 0.9279 0.9570 0.9422 2258
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- Snowshoe 0.8144 0.8140 0.8142 2258
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- Sphynx 0.9956 0.9920 0.9938 2258
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- Tabby 0.3282 0.3211 0.3246 2258
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- Tiger 0.3558 0.5850 0.4425 2258
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- Tonkinese 0.9481 0.9309 0.9394 2258
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- Torbie 0.5147 0.6182 0.5618 2258
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- Tortoiseshell 0.6341 0.7950 0.7054 2258
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- Turkish Angora 0.7045 0.7919 0.7456 2258
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- Turkish Van 0.7082 0.8880 0.7880 2258
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- Tuxedo 0.5952 0.8375 0.6959 2258
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- accuracy 0.7392 108384
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- macro avg 0.7227 0.7392 0.7230 108384
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- weighted avg 0.7227 0.7392 0.7230 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/u1gTubh3EgciGK1pFGMXP.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 0.9345 0.9552 2258
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+ American Bobtail 0.3404 0.3999 0.3677 2258
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+ American Curl 0.9176 0.9030 0.9103 2258
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+ American Shorthair 0.1793 0.0314 0.0535 2258
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+ Applehead Siamese 0.9786 0.9929 0.9857 2258
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+ Balinese 0.8937 0.9495 0.9208 2258
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+ Bengal 0.7526 0.7679 0.7602 2258
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+ Birman 0.8458 0.9185 0.8807 2258
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+ Bombay 0.5777 0.8627 0.6920 2258
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+ British Shorthair 0.7562 0.7981 0.7766 2258
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+ Burmese 0.9046 0.9074 0.9060 2258
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+ Calico 0.5893 0.6107 0.5998 2258
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+ Cornish Rex 0.9964 0.9942 0.9953 2258
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+ Devon Rex 0.9783 1.0000 0.9890 2258
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+ Dilute Calico 0.5849 0.5505 0.5672 2258
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+ Dilute Tortoiseshell 0.5724 0.6900 0.6257 2258
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+ Domestic Long Hair 0.3815 0.3215 0.3490 2258
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+ Domestic Medium Hair 0.2635 0.1019 0.1469 2258
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+ Domestic Short Hair 0.8986 0.9854 0.9400 2258
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+ Egyptian Mau 0.8526 0.9070 0.8790 2258
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+ Exotic Shorthair 0.8596 0.7834 0.8197 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3475 0.1413 0.2009 2258
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+ Havana 0.9750 0.9655 0.9702 2258
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+ Himalayan 0.7741 0.6980 0.7340 2258
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+ Japanese Bobtail 0.9643 0.9694 0.9669 2258
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+ Maine Coon 0.4922 0.6417 0.5571 2258
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+ Manx 0.3650 0.0748 0.1242 2258
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+ Munchkin 0.8960 0.9575 0.9257 2258
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+ Nebelung 0.9590 0.9934 0.9759 2258
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+ Norwegian Forest 0.7635 0.8091 0.7856 2258
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+ Oriental Short Hair 0.8061 0.7126 0.7565 2258
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+ Persian 0.8102 0.7808 0.7952 2258
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+ Ragamuffin 0.9582 0.9858 0.9718 2258
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+ Ragdoll 0.6478 0.5881 0.6165 2258
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+ Russian Blue 0.7949 0.9030 0.8455 2258
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+ Scottish Fold 0.9682 0.8911 0.9280 2258
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+ Siamese 0.7348 0.7117 0.7231 2258
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+ Siberian 0.9364 0.9584 0.9473 2258
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+ Snowshoe 0.8156 0.7914 0.8033 2258
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+ Sphynx 0.9973 0.9911 0.9942 2258
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+ Tabby 0.3387 0.3246 0.3315 2258
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+ Tiger 0.3797 0.5837 0.4601 2258
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+ Tonkinese 0.9511 0.9477 0.9494 2258
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+ Torbie 0.5212 0.6311 0.5709 2258
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+ Tortoiseshell 0.6528 0.8003 0.7191 2258
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+ Turkish Angora 0.7129 0.7919 0.7503 2258
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+ Turkish Van 0.7139 0.8919 0.7931 2258
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+ Tuxedo 0.6045 0.8508 0.7068 2258
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+ accuracy 0.7458 108384
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+ macro avg 0.7288 0.7458 0.7297 108384
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+ weighted avg 0.7288 0.7458 0.7297 108384
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  ```