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cat_breed_image_detection

Image Classification
Transformers
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 57% 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/zUANs6ojHPRDWa9G3v4li.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 0.9136 0.8707 0.8916 2258
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- American Bobtail 0.2283 0.0221 0.0404 2258
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- American Curl 0.7159 0.7143 0.7151 2258
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- American Shorthair 0.1720 0.0071 0.0136 2258
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- Applehead Siamese 0.7334 0.8676 0.7949 2258
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- Balinese 0.5986 0.7139 0.6512 2258
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- Bengal 0.6409 0.6931 0.6660 2258
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- Birman 0.6066 0.7622 0.6756 2258
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- Bombay 0.3810 0.8144 0.5191 2258
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- British Shorthair 0.4809 0.5403 0.5089 2258
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- Burmese 0.6861 0.5151 0.5884 2258
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- Calico 0.5152 0.5686 0.5406 2258
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- Cornish Rex 0.9396 0.9712 0.9551 2258
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- Devon Rex 0.8990 0.9305 0.9145 2258
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- Dilute Calico 0.4960 0.5155 0.5055 2258
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- Dilute Tortoiseshell 0.5145 0.6435 0.5718 2258
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- Domestic Long Hair 0.2943 0.2183 0.2507 2258
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- Domestic Medium Hair 0.1990 0.0527 0.0833 2258
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- Domestic Short Hair 0.4137 0.4650 0.4379 2258
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- Egyptian Mau 0.5809 0.7715 0.6627 2258
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- Exotic Shorthair 0.7543 0.6076 0.6730 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.2205 0.0124 0.0235 2258
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- Havana 0.8308 0.9198 0.8731 2258
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- Himalayan 0.6324 0.5585 0.5931 2258
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- Japanese Bobtail 0.6014 0.4885 0.5391 2258
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- Maine Coon 0.3365 0.4517 0.3857 2258
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- Manx 0.2308 0.0106 0.0203 2258
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- Munchkin 0.3918 0.2276 0.2880 2258
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- Nebelung 0.8098 0.9898 0.8908 2258
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- Norwegian Forest 0.4990 0.5598 0.5277 2258
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- Oriental Short Hair 0.5755 0.1351 0.2188 2258
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- Persian 0.7226 0.7338 0.7282 2258
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- Ragamuffin 0.7124 0.7963 0.7520 2258
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- Ragdoll 0.4333 0.2919 0.3488 2258
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- Russian Blue 0.6835 0.8791 0.7691 2258
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- Scottish Fold 0.7886 0.7285 0.7574 2258
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- Siamese 0.5211 0.4154 0.4623 2258
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- Siberian 0.6066 0.5859 0.5961 2258
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- Snowshoe 0.6573 0.7493 0.7003 2258
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- Sphynx 0.9843 0.9717 0.9779 2258
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- Tabby 0.2493 0.2360 0.2425 2258
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- Tiger 0.2662 0.5341 0.3553 2258
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- Tonkinese 0.6389 0.6683 0.6532 2258
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- Torbie 0.4338 0.5589 0.4885 2258
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- Tortoiseshell 0.5755 0.7870 0.6648 2258
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- Turkish Angora 0.5698 0.6165 0.5922 2258
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- Turkish Van 0.4325 0.7365 0.5450 2258
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- Tuxedo 0.4838 0.8246 0.6098 2258
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- accuracy 0.5778 108384
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- macro avg 0.5552 0.5778 0.5472 108384
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- weighted avg 0.5552 0.5778 0.5472 108384
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  ```
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Detects cat breed (from the list of 48 common breeds) with about 59% 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/NyKNN_2WOl5z08YhKryWk.png)
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  ```
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  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ 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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  ```