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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 66% 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/ll8eZ_dwwDj_ZtMkd6mJI.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 0.9402 0.8707 0.9041 2258
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- American Bobtail 0.2592 0.1191 0.1632 2258
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- American Curl 0.8428 0.8167 0.8295 2258
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- American Shorthair 0.1561 0.0142 0.0260 2258
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- Applehead Siamese 0.9417 0.9796 0.9603 2258
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- Balinese 0.7492 0.8534 0.7979 2258
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- Bengal 0.7072 0.7219 0.7144 2258
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- Birman 0.7288 0.8224 0.7728 2258
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- Bombay 0.4906 0.8344 0.6179 2258
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- British Shorthair 0.6257 0.6559 0.6404 2258
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- Burmese 0.7888 0.7493 0.7686 2258
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- Calico 0.5461 0.5793 0.5622 2258
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- Cornish Rex 0.9794 0.9911 0.9853 2258
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- Devon Rex 0.9512 0.9920 0.9712 2258
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- Dilute Calico 0.5401 0.5394 0.5398 2258
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- Dilute Tortoiseshell 0.5542 0.6568 0.6011 2258
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- Domestic Long Hair 0.3458 0.2702 0.3033 2258
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- Domestic Medium Hair 0.2178 0.0779 0.1148 2258
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- Domestic Short Hair 0.6489 0.9159 0.7596 2258
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- Egyptian Mau 0.7470 0.8184 0.7811 2258
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- Exotic Shorthair 0.8242 0.6625 0.7346 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.2661 0.0531 0.0886 2258
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- Havana 0.9358 0.9557 0.9457 2258
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- Himalayan 0.6765 0.6222 0.6482 2258
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- Japanese Bobtail 0.8307 0.9167 0.8716 2258
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- Maine Coon 0.3927 0.5518 0.4588 2258
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- Manx 0.3137 0.0213 0.0398 2258
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- Munchkin 0.6225 0.7019 0.6599 2258
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- Nebelung 0.9093 0.9898 0.9478 2258
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- Norwegian Forest 0.6202 0.6661 0.6423 2258
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- Oriental Short Hair 0.5984 0.3543 0.4451 2258
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- Persian 0.7815 0.7538 0.7674 2258
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- Ragamuffin 0.8970 0.9531 0.9242 2258
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- Ragdoll 0.5470 0.4123 0.4702 2258
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- Russian Blue 0.7349 0.8964 0.8077 2258
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- Scottish Fold 0.8823 0.8069 0.8429 2258
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- Siamese 0.6180 0.5487 0.5813 2258
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- Siberian 0.7916 0.8733 0.8305 2258
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- Snowshoe 0.7460 0.7609 0.7533 2258
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- Sphynx 0.9902 0.9832 0.9867 2258
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- Tabby 0.2738 0.2795 0.2766 2258
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- Tiger 0.3114 0.5478 0.3970 2258
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- Tonkinese 0.8424 0.8614 0.8518 2258
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- Torbie 0.4770 0.5788 0.5230 2258
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- Tortoiseshell 0.5992 0.7892 0.6812 2258
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- Turkish Angora 0.6114 0.6869 0.6469 2258
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- Turkish Van 0.5764 0.7666 0.6580 2258
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- Tuxedo 0.5539 0.8153 0.6596 2258
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- accuracy 0.6685 108384
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- macro avg 0.6455 0.6685 0.6449 108384
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- weighted avg 0.6455 0.6685 0.6449 108384
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  ```
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Detects cat breed (from the list of 48 common breeds) with about 67% 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/6449300e3adf50d864095b90/4sWXkU2C6cdTTDu8xfXrl.png)
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  ```
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  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ Abyssinian 0.9533 0.8946 0.9230 2258
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+ American Bobtail 0.2498 0.1289 0.1700 2258
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+ American Curl 0.8518 0.8220 0.8366 2258
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+ American Shorthair 0.1792 0.0168 0.0308 2258
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+ Applehead Siamese 0.9398 0.9810 0.9599 2258
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+ Balinese 0.7608 0.8902 0.8204 2258
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+ Bengal 0.7036 0.7369 0.7199 2258
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+ Birman 0.7335 0.8375 0.7821 2258
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+ Bombay 0.5007 0.8481 0.6296 2258
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+ British Shorthair 0.6313 0.6581 0.6444 2258
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+ Burmese 0.8000 0.7883 0.7941 2258
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+ Calico 0.5623 0.5833 0.5726 2258
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+ Cornish Rex 0.9718 0.9916 0.9816 2258
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+ Devon Rex 0.9441 0.9942 0.9685 2258
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+ Dilute Calico 0.5542 0.5345 0.5442 2258
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+ Dilute Tortoiseshell 0.5508 0.6656 0.6028 2258
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+ Domestic Long Hair 0.3480 0.2768 0.3083 2258
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+ Domestic Medium Hair 0.2048 0.0762 0.1110 2258
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+ Domestic Short Hair 0.6921 0.9535 0.8020 2258
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+ Egyptian Mau 0.7718 0.8313 0.8004 2258
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+ Exotic Shorthair 0.8110 0.6767 0.7378 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.2500 0.0531 0.0877 2258
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+ Havana 0.9498 0.9562 0.9530 2258
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+ Himalayan 0.6843 0.6134 0.6469 2258
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+ Japanese Bobtail 0.8428 0.9190 0.8792 2258
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+ Maine Coon 0.4029 0.5611 0.4690 2258
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+ Manx 0.2941 0.0244 0.0450 2258
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+ Munchkin 0.6340 0.7365 0.6814 2258
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+ Nebelung 0.9198 0.9898 0.9535 2258
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+ Norwegian Forest 0.6402 0.6966 0.6672 2258
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+ Oriental Short Hair 0.6400 0.4141 0.5028 2258
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+ Persian 0.7607 0.7307 0.7454 2258
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+ Ragamuffin 0.9060 0.9641 0.9341 2258
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+ Ragdoll 0.5404 0.4083 0.4652 2258
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+ Russian Blue 0.7552 0.8924 0.8181 2258
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+ Scottish Fold 0.8865 0.8091 0.8460 2258
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+ Siamese 0.6266 0.5580 0.5903 2258
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+ Siberian 0.8122 0.8809 0.8451 2258
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+ Snowshoe 0.7542 0.7489 0.7516 2258
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+ Sphynx 0.9928 0.9810 0.9869 2258
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+ Tabby 0.2895 0.2989 0.2941 2258
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+ Tiger 0.3182 0.5399 0.4004 2258
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+ Tonkinese 0.8586 0.8791 0.8687 2258
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+ Torbie 0.5009 0.5895 0.5416 2258
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+ Tortoiseshell 0.6205 0.8038 0.7004 2258
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+ Turkish Angora 0.6149 0.7015 0.6554 2258
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+ Turkish Van 0.5868 0.7737 0.6674 2258
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+ Tuxedo 0.5636 0.8180 0.6674 2258
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+ accuracy 0.6777 108384
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+ macro avg 0.6533 0.6777 0.6542 108384
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+ weighted avg 0.6533 0.6777 0.6542 108384
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  ```