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cat_breed_image_detection

Image Classification
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Safetensors
vit
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@@ -4,67 +4,67 @@ metrics:
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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 59% 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/NyKNN_2WOl5z08YhKryWk.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 0.9290 0.8751 0.9013 2258
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- American Bobtail 0.2647 0.0319 0.0569 2258
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- American Curl 0.7427 0.7467 0.7447 2258
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- American Shorthair 0.1875 0.0080 0.0153 2258
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- Applehead Siamese 0.7730 0.9154 0.8382 2258
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- Balinese 0.6037 0.7387 0.6644 2258
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- Bengal 0.6591 0.6962 0.6771 2258
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- Birman 0.6149 0.7489 0.6753 2258
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- Bombay 0.4149 0.8229 0.5517 2258
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- British Shorthair 0.5094 0.5509 0.5294 2258
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- Burmese 0.7049 0.5492 0.6174 2258
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- Calico 0.5052 0.5620 0.5321 2258
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- Cornish Rex 0.9515 0.9823 0.9667 2258
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- Devon Rex 0.8999 0.9477 0.9232 2258
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- Dilute Calico 0.5097 0.5252 0.5173 2258
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- Dilute Tortoiseshell 0.5222 0.6554 0.5813 2258
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- Domestic Long Hair 0.3028 0.2298 0.2613 2258
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- Domestic Medium Hair 0.1841 0.0523 0.0814 2258
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- Domestic Short Hair 0.4478 0.5545 0.4954 2258
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- Egyptian Mau 0.6265 0.7710 0.6913 2258
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- Exotic Shorthair 0.7441 0.6284 0.6814 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3140 0.0239 0.0444 2258
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- Havana 0.8614 0.9163 0.8880 2258
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- Himalayan 0.6332 0.5642 0.5967 2258
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- Japanese Bobtail 0.6678 0.5992 0.6317 2258
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- Maine Coon 0.3505 0.4774 0.4042 2258
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- Manx 0.2857 0.0151 0.0286 2258
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- Munchkin 0.4525 0.3268 0.3795 2258
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- Nebelung 0.8383 0.9876 0.9069 2258
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- Norwegian Forest 0.5138 0.5704 0.5406 2258
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- Oriental Short Hair 0.6487 0.1864 0.2896 2258
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- Persian 0.7162 0.7174 0.7168 2258
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- Ragamuffin 0.7508 0.8260 0.7866 2258
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- Ragdoll 0.4466 0.3184 0.3718 2258
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- Russian Blue 0.6906 0.8729 0.7711 2258
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- Scottish Fold 0.8123 0.7343 0.7713 2258
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- Siamese 0.5480 0.4451 0.4912 2258
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- Siberian 0.6351 0.6151 0.6250 2258
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- Snowshoe 0.6776 0.7569 0.7151 2258
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- Sphynx 0.9879 0.9783 0.9831 2258
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- Tabby 0.2529 0.2436 0.2481 2258
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- Tiger 0.2696 0.5306 0.3575 2258
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- Tonkinese 0.6802 0.7205 0.6998 2258
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- Torbie 0.4205 0.5527 0.4776 2258
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- Tortoiseshell 0.5868 0.7981 0.6763 2258
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- Turkish Angora 0.5812 0.6355 0.6072 2258
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- Turkish Van 0.4514 0.7321 0.5584 2258
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- Tuxedo 0.5041 0.8224 0.6250 2258
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- accuracy 0.5950 108384
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- macro avg 0.5766 0.5950 0.5666 108384
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- weighted avg 0.5766 0.5950 0.5666 108384
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  ```
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Detects cat breed (from the list of 48 common breeds) with about 60% accuracy based on image.
8
 
9
  See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
10
 
11
+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/gzipWx54uH1RNp1jgDumH.png)
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  ```
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  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ Abyssinian 0.9149 0.8764 0.8953 2258
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+ American Bobtail 0.2478 0.0376 0.0654 2258
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+ American Curl 0.7564 0.7343 0.7452 2258
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+ American Shorthair 0.1809 0.0075 0.0145 2258
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+ Applehead Siamese 0.8128 0.9136 0.8603 2258
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+ Balinese 0.6222 0.7609 0.6846 2258
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+ Bengal 0.6648 0.6860 0.6752 2258
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+ Birman 0.6370 0.7609 0.6934 2258
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+ Bombay 0.4154 0.8144 0.5502 2258
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+ British Shorthair 0.5378 0.5638 0.5505 2258
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+ Burmese 0.7102 0.5775 0.6370 2258
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+ Calico 0.5236 0.5757 0.5484 2258
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+ Cornish Rex 0.9490 0.9801 0.9643 2258
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+ Devon Rex 0.9128 0.9694 0.9403 2258
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+ Dilute Calico 0.5113 0.5128 0.5120 2258
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+ Dilute Tortoiseshell 0.5205 0.6342 0.5718 2258
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+ Domestic Long Hair 0.3203 0.2365 0.2721 2258
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+ Domestic Medium Hair 0.1882 0.0633 0.0948 2258
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+ Domestic Short Hair 0.4672 0.5744 0.5153 2258
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+ Egyptian Mau 0.6108 0.7750 0.6832 2258
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+ Exotic Shorthair 0.7661 0.6209 0.6859 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.2769 0.0239 0.0440 2258
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+ Havana 0.8732 0.9212 0.8966 2258
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+ Himalayan 0.6464 0.5992 0.6219 2258
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+ Japanese Bobtail 0.6872 0.6120 0.6475 2258
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+ Maine Coon 0.3660 0.4978 0.4218 2258
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+ Manx 0.2353 0.0124 0.0236 2258
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+ Munchkin 0.4589 0.3459 0.3944 2258
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+ Nebelung 0.8493 0.9880 0.9134 2258
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+ Norwegian Forest 0.5496 0.5965 0.5721 2258
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+ Oriental Short Hair 0.6015 0.2086 0.3098 2258
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+ Persian 0.7355 0.7316 0.7336 2258
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+ Ragamuffin 0.7505 0.8432 0.7942 2258
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+ Ragdoll 0.4728 0.3392 0.3950 2258
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+ Russian Blue 0.6985 0.8782 0.7781 2258
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+ Scottish Fold 0.8071 0.7524 0.7788 2258
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+ Siamese 0.5510 0.4597 0.5012 2258
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+ Siberian 0.6699 0.6940 0.6817 2258
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+ Snowshoe 0.6898 0.7347 0.7116 2258
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+ Sphynx 0.9827 0.9832 0.9830 2258
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+ Tabby 0.2534 0.2409 0.2470 2258
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+ Tiger 0.2713 0.5182 0.3561 2258
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+ Tonkinese 0.6885 0.7675 0.7259 2258
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+ Torbie 0.4301 0.5638 0.4879 2258
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+ Tortoiseshell 0.5822 0.8047 0.6756 2258
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+ Turkish Angora 0.5743 0.6488 0.6093 2258
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+ Turkish Van 0.4667 0.7356 0.5711 2258
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+ Tuxedo 0.5129 0.8344 0.6353 2258
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+ accuracy 0.6044 108384
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+ macro avg 0.5823 0.6044 0.5765 108384
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+ weighted avg 0.5823 0.6044 0.5765 108384
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  ```