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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 64% 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/YV-pUB_XtcnNPGdVN77m1.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 0.9327 0.8906 0.9112 2258
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- American Bobtail 0.2247 0.0660 0.1020 2258
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- American Curl 0.7960 0.7759 0.7858 2258
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- American Shorthair 0.1830 0.0124 0.0232 2258
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- Applehead Siamese 0.9110 0.9606 0.9351 2258
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- Balinese 0.7051 0.8260 0.7608 2258
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- Bengal 0.6911 0.7064 0.6986 2258
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- Birman 0.6780 0.7927 0.7309 2258
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- Bombay 0.4616 0.8304 0.5934 2258
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- British Shorthair 0.5692 0.5903 0.5796 2258
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- Burmese 0.7565 0.6727 0.7121 2258
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- Calico 0.5396 0.5709 0.5548 2258
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- Cornish Rex 0.9664 0.9934 0.9797 2258
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- Devon Rex 0.9263 0.9849 0.9547 2258
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- Dilute Calico 0.5293 0.5483 0.5386 2258
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- Dilute Tortoiseshell 0.5257 0.6426 0.5783 2258
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- Domestic Long Hair 0.3228 0.2409 0.2759 2258
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- Domestic Medium Hair 0.2216 0.0762 0.1134 2258
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- Domestic Short Hair 0.5714 0.8029 0.6676 2258
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- Egyptian Mau 0.6817 0.7985 0.7355 2258
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- Exotic Shorthair 0.8159 0.6399 0.7173 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.2649 0.0394 0.0686 2258
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- Havana 0.9149 0.9424 0.9284 2258
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- Himalayan 0.6532 0.5948 0.6226 2258
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- Japanese Bobtail 0.7469 0.8286 0.7856 2258
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- Maine Coon 0.3841 0.5208 0.4421 2258
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- Manx 0.3500 0.0186 0.0353 2258
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- Munchkin 0.5473 0.5531 0.5502 2258
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- Nebelung 0.8739 0.9942 0.9302 2258
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- Norwegian Forest 0.5680 0.6306 0.5977 2258
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- Oriental Short Hair 0.5787 0.2817 0.3789 2258
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- Persian 0.7589 0.7400 0.7493 2258
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- Ragamuffin 0.8528 0.9265 0.8881 2258
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- Ragdoll 0.4930 0.3574 0.4144 2258
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- Russian Blue 0.7198 0.8862 0.7944 2258
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- Scottish Fold 0.8504 0.7830 0.8153 2258
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- Siamese 0.5953 0.5146 0.5520 2258
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- Siberian 0.7457 0.8051 0.7743 2258
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- Snowshoe 0.7100 0.7471 0.7281 2258
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- Sphynx 0.9955 0.9743 0.9848 2258
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- Tabby 0.2653 0.2551 0.2601 2258
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- Tiger 0.2880 0.5354 0.3745 2258
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- Tonkinese 0.7876 0.8357 0.8109 2258
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- Torbie 0.4648 0.5762 0.5145 2258
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- Tortoiseshell 0.5894 0.8016 0.6793 2258
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- Turkish Angora 0.6048 0.6621 0.6321 2258
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- Turkish Van 0.5475 0.7484 0.6324 2258
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- Tuxedo 0.5405 0.8096 0.6482 2258
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- accuracy 0.6414 108384
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- macro avg 0.6188 0.6414 0.6154 108384
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- weighted avg 0.6188 0.6414 0.6154 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/pWKgDp0Jph7byTo0PP7gK.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 0.9430 0.8800 0.9104 2258
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+ American Bobtail 0.2850 0.0793 0.1240 2258
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+ American Curl 0.8189 0.7910 0.8047 2258
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+ American Shorthair 0.1538 0.0106 0.0199 2258
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+ Applehead Siamese 0.9178 0.9686 0.9425 2258
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+ Balinese 0.7040 0.8361 0.7644 2258
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+ Bengal 0.6808 0.7303 0.7047 2258
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+ Birman 0.7039 0.8056 0.7513 2258
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+ Bombay 0.4663 0.8326 0.5978 2258
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+ British Shorthair 0.5607 0.6112 0.5849 2258
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+ Burmese 0.7575 0.6696 0.7109 2258
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+ Calico 0.5450 0.5717 0.5580 2258
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+ Cornish Rex 0.9577 0.9916 0.9743 2258
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+ Devon Rex 0.9355 0.9885 0.9612 2258
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+ Dilute Calico 0.5326 0.5385 0.5356 2258
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+ Dilute Tortoiseshell 0.5480 0.6501 0.5947 2258
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+ Domestic Long Hair 0.3236 0.2462 0.2797 2258
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+ Domestic Medium Hair 0.2141 0.0779 0.1143 2258
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+ Domestic Short Hair 0.5672 0.7976 0.6630 2258
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+ Egyptian Mau 0.7246 0.7994 0.7602 2258
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+ Exotic Shorthair 0.8118 0.6382 0.7146 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.2716 0.0403 0.0702 2258
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+ Havana 0.9276 0.9415 0.9345 2258
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+ Himalayan 0.6627 0.6098 0.6351 2258
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+ Japanese Bobtail 0.7643 0.8485 0.8042 2258
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+ Maine Coon 0.3703 0.5151 0.4308 2258
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+ Manx 0.2635 0.0173 0.0324 2258
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+ Munchkin 0.5363 0.5523 0.5442 2258
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+ Nebelung 0.8716 0.9889 0.9266 2258
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+ Norwegian Forest 0.5867 0.6236 0.6046 2258
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+ Oriental Short Hair 0.5759 0.3043 0.3981 2258
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+ Persian 0.7519 0.7329 0.7423 2258
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+ Ragamuffin 0.8447 0.9274 0.8841 2258
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+ Ragdoll 0.5070 0.3707 0.4282 2258
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+ Russian Blue 0.7255 0.8871 0.7982 2258
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+ Scottish Fold 0.8666 0.7941 0.8287 2258
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+ Siamese 0.5999 0.5186 0.5563 2258
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+ Siberian 0.7668 0.8153 0.7903 2258
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+ Snowshoe 0.7125 0.7431 0.7275 2258
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+ Sphynx 0.9932 0.9770 0.9850 2258
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+ Tabby 0.2690 0.2697 0.2693 2258
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+ Tiger 0.2842 0.5257 0.3689 2258
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+ Tonkinese 0.7931 0.8454 0.8184 2258
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+ Torbie 0.4602 0.5717 0.5100 2258
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+ Tortoiseshell 0.5878 0.7976 0.6768 2258
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+ Turkish Angora 0.6030 0.6692 0.6343 2258
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+ Turkish Van 0.5515 0.7427 0.6329 2258
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+ Tuxedo 0.5424 0.8122 0.6505 2258
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+ accuracy 0.6449 108384
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+ macro avg 0.6217 0.6449 0.6199 108384
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+ weighted avg 0.6217 0.6449 0.6199 108384
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  ```