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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 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/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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  ```
 
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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/lr8g75oKk0E_DCXdcYT7k.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 0.9733 0.9367 0.9546 2258
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+ American Bobtail 0.3522 0.4026 0.3757 2258
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+ American Curl 0.9290 0.9150 0.9219 2258
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+ American Shorthair 0.2258 0.0403 0.0684 2258
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+ Applehead Siamese 0.9765 0.9925 0.9844 2258
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+ Balinese 0.9001 0.9455 0.9222 2258
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+ Bengal 0.7537 0.7604 0.7571 2258
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+ Birman 0.8471 0.9247 0.8842 2258
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+ Bombay 0.6004 0.8583 0.7065 2258
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+ British Shorthair 0.7779 0.8065 0.7919 2258
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+ Burmese 0.8870 0.9176 0.9020 2258
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+ Calico 0.5996 0.6063 0.6030 2258
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+ Cornish Rex 0.9920 0.9898 0.9909 2258
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+ Devon Rex 0.9745 1.0000 0.9871 2258
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+ Dilute Calico 0.5865 0.5602 0.5730 2258
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+ Dilute Tortoiseshell 0.5742 0.6856 0.6249 2258
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+ Domestic Long Hair 0.3856 0.3189 0.3491 2258
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+ Domestic Medium Hair 0.2559 0.1014 0.1453 2258
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+ Domestic Short Hair 0.9083 0.9867 0.9459 2258
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+ Egyptian Mau 0.8560 0.9083 0.8814 2258
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+ Exotic Shorthair 0.8561 0.7799 0.8162 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3312 0.1408 0.1976 2258
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+ Havana 0.9824 0.9668 0.9746 2258
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+ Himalayan 0.7695 0.7024 0.7344 2258
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+ Japanese Bobtail 0.9705 0.9761 0.9733 2258
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+ Maine Coon 0.4774 0.6368 0.5457 2258
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+ Manx 0.3854 0.0864 0.1411 2258
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+ Munchkin 0.8993 0.9610 0.9291 2258
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+ Nebelung 0.9598 0.9929 0.9761 2258
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+ Norwegian Forest 0.7772 0.8096 0.7931 2258
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+ Oriental Short Hair 0.8153 0.7232 0.7665 2258
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+ Persian 0.8131 0.7746 0.7934 2258
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+ Ragamuffin 0.9554 0.9960 0.9753 2258
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+ Ragdoll 0.6648 0.5850 0.6224 2258
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+ Russian Blue 0.7999 0.9154 0.8538 2258
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+ Scottish Fold 0.9708 0.8849 0.9259 2258
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+ Siamese 0.7587 0.7241 0.7410 2258
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+ Siberian 0.9375 0.9632 0.9502 2258
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+ Snowshoe 0.8270 0.8131 0.8200 2258
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+ Sphynx 0.9942 0.9911 0.9927 2258
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+ Tabby 0.3447 0.3392 0.3420 2258
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+ Tiger 0.3786 0.5877 0.4605 2258
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+ Tonkinese 0.9517 0.9420 0.9468 2258
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+ Torbie 0.5305 0.6426 0.5812 2258
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+ Tortoiseshell 0.6498 0.8109 0.7214 2258
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+ Turkish Angora 0.7005 0.8038 0.7486 2258
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+ Turkish Van 0.7127 0.8964 0.7940 2258
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+ Tuxedo 0.6050 0.8446 0.7050 2258
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+ accuracy 0.7489 108384
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+ macro avg 0.7328 0.7489 0.7332 108384
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+ weighted avg 0.7328 0.7489 0.7332 108384
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  ```