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cat_breed_image_detection

Image Classification
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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 75% 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/onxdtBNBqTj0K12vgm_A5.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 0.9553 0.9660 2258
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- American Bobtail 0.3553 0.4411 0.3936 2258
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- American Curl 0.9262 0.9119 0.9190 2258
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- American Shorthair 0.1971 0.0363 0.0613 2258
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- Applehead Siamese 0.9744 0.9934 0.9838 2258
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- Balinese 0.9130 0.9531 0.9326 2258
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- Bengal 0.7582 0.7817 0.7697 2258
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- Birman 0.8562 0.9336 0.8932 2258
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- Bombay 0.6105 0.8503 0.7107 2258
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- British Shorthair 0.7703 0.8450 0.8059 2258
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- Burmese 0.9125 0.9371 0.9246 2258
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- Calico 0.6105 0.6191 0.6148 2258
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- Cornish Rex 0.9938 0.9903 0.9920 2258
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- Devon Rex 0.9783 1.0000 0.9890 2258
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- Dilute Calico 0.5986 0.5793 0.5888 2258
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- Dilute Tortoiseshell 0.5690 0.6997 0.6276 2258
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- Domestic Long Hair 0.3888 0.3299 0.3570 2258
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- Domestic Medium Hair 0.2795 0.1112 0.1591 2258
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- Domestic Short Hair 0.9348 0.9721 0.9531 2258
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- Egyptian Mau 0.8779 0.9105 0.8939 2258
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- Exotic Shorthair 0.8743 0.7976 0.8342 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3800 0.1802 0.2445 2258
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- Havana 0.9791 0.9752 0.9771 2258
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- Himalayan 0.7904 0.6949 0.7396 2258
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- Japanese Bobtail 0.9732 0.9655 0.9693 2258
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- Maine Coon 0.4974 0.6408 0.5601 2258
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- Manx 0.3724 0.0957 0.1522 2258
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- Munchkin 0.9190 0.9544 0.9363 2258
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- Nebelung 0.9619 0.9938 0.9776 2258
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- Norwegian Forest 0.8022 0.8299 0.8158 2258
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- Oriental Short Hair 0.8318 0.7622 0.7955 2258
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- Persian 0.8089 0.7834 0.7960 2258
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- Ragamuffin 0.9624 0.9748 0.9685 2258
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- Ragdoll 0.6393 0.6129 0.6258 2258
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- Russian Blue 0.8078 0.9101 0.8559 2258
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- Scottish Fold 0.9755 0.8809 0.9258 2258
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- Siamese 0.7387 0.7387 0.7387 2258
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- Siberian 0.9499 0.9486 0.9493 2258
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- Snowshoe 0.8175 0.7914 0.8042 2258
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- Sphynx 0.9964 0.9889 0.9927 2258
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- Tabby 0.3495 0.3446 0.3470 2258
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- Tiger 0.3954 0.5952 0.4752 2258
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- Tonkinese 0.9614 0.9384 0.9498 2258
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- Torbie 0.5306 0.6408 0.5805 2258
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- Tortoiseshell 0.6590 0.8038 0.7243 2258
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- Turkish Angora 0.7248 0.8118 0.7658 2258
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- Turkish Van 0.7342 0.8955 0.8069 2258
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- Tuxedo 0.6181 0.8481 0.7151 2258
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- accuracy 0.7552 108384
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- macro avg 0.7403 0.7552 0.7408 108384
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- weighted avg 0.7403 0.7552 0.7408 108384
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  ```
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Detects cat breed (from the list of 48 common breeds) with about 76% 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/jVSIdcNP4gdgr0KYH6WWj.png)
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  ```
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  Classification report:
15
 
16
  precision recall f1-score support
17
 
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+ Abyssinian 0.9825 0.9686 0.9755 2258
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+ American Bobtail 0.3682 0.4756 0.4151 2258
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+ American Curl 0.9351 0.9128 0.9238 2258
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+ American Shorthair 0.2152 0.0425 0.0710 2258
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+ Applehead Siamese 0.9752 0.9938 0.9844 2258
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+ Balinese 0.9066 0.9504 0.9280 2258
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+ Bengal 0.7630 0.7843 0.7735 2258
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+ Birman 0.8670 0.9358 0.9001 2258
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+ Bombay 0.6385 0.8707 0.7367 2258
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+ British Shorthair 0.7687 0.8578 0.8108 2258
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+ Burmese 0.9083 0.9477 0.9276 2258
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+ Calico 0.6022 0.6329 0.6171 2258
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+ Cornish Rex 0.9942 0.9903 0.9922 2258
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+ Devon Rex 0.9800 1.0000 0.9899 2258
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+ Dilute Calico 0.5924 0.5638 0.5777 2258
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+ Dilute Tortoiseshell 0.5785 0.6807 0.6254 2258
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+ Domestic Long Hair 0.3902 0.3361 0.3612 2258
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+ Domestic Medium Hair 0.2924 0.1182 0.1684 2258
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+ Domestic Short Hair 0.9382 0.9743 0.9559 2258
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+ Egyptian Mau 0.8839 0.9136 0.8985 2258
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+ Exotic Shorthair 0.8656 0.8012 0.8321 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3749 0.1732 0.2369 2258
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+ Havana 0.9835 0.9774 0.9805 2258
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+ Himalayan 0.7831 0.7037 0.7413 2258
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+ Japanese Bobtail 0.9788 0.9823 0.9805 2258
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+ Maine Coon 0.4964 0.6355 0.5574 2258
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+ Manx 0.3339 0.0939 0.1466 2258
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+ Munchkin 0.9277 0.9495 0.9385 2258
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+ Nebelung 0.9693 0.9925 0.9807 2258
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+ Norwegian Forest 0.8262 0.8463 0.8361 2258
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+ Oriental Short Hair 0.8392 0.7626 0.7991 2258
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+ Persian 0.8177 0.7865 0.8018 2258
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+ Ragamuffin 0.9618 0.9818 0.9717 2258
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+ Ragdoll 0.6668 0.6169 0.6409 2258
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+ Russian Blue 0.8113 0.9066 0.8563 2258
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+ Scottish Fold 0.9736 0.8990 0.9348 2258
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+ Siamese 0.7565 0.7197 0.7376 2258
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+ Siberian 0.9481 0.9619 0.9549 2258
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+ Snowshoe 0.8209 0.8242 0.8225 2258
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+ Sphynx 0.9951 0.9894 0.9922 2258
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+ Tabby 0.3461 0.3472 0.3467 2258
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+ Tiger 0.4004 0.6001 0.4803 2258
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+ Tonkinese 0.9595 0.9451 0.9523 2258
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+ Torbie 0.5366 0.6435 0.5852 2258
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+ Tortoiseshell 0.6612 0.7994 0.7237 2258
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+ Turkish Angora 0.7278 0.8291 0.7752 2258
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+ Turkish Van 0.7509 0.9119 0.8236 2258
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+ Tuxedo 0.6356 0.8459 0.7258 2258
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+ accuracy 0.7599 108384
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+ macro avg 0.7444 0.7599 0.7456 108384
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+ weighted avg 0.7444 0.7599 0.7456 108384
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  ```