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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 47% 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/6449300e3adf50d864095b90/8WKOUXWgK3QPTE6IB5uXh.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 0.7739 0.8446 0.8077 2258
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- American Bobtail 0.1053 0.0009 0.0018 2258
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- American Curl 0.6263 0.4854 0.5469 2258
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- American Shorthair 0.1754 0.0044 0.0086 2258
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- Applehead Siamese 0.4620 0.6785 0.5497 2258
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- Balinese 0.4509 0.4309 0.4407 2258
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- Bengal 0.5974 0.6590 0.6267 2258
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- Birman 0.4307 0.7152 0.5376 2258
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- Bombay 0.3334 0.7981 0.4703 2258
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- British Shorthair 0.5160 0.4154 0.4603 2258
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- Burmese 0.8249 0.2609 0.3964 2258
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- Calico 0.4355 0.5527 0.4871 2258
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- Cornish Rex 0.7321 0.9114 0.8120 2258
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- Devon Rex 0.7383 0.4823 0.5834 2258
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- Dilute Calico 0.4813 0.4553 0.4679 2258
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- Dilute Tortoiseshell 0.4977 0.6187 0.5516 2258
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- Domestic Long Hair 0.3049 0.1249 0.1772 2258
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- Domestic Medium Hair 0.1557 0.0146 0.0267 2258
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- Domestic Short Hair 0.2778 0.0908 0.1368 2258
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- Egyptian Mau 0.4771 0.7183 0.5733 2258
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- Exotic Shorthair 0.7121 0.3888 0.5030 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.1290 0.0018 0.0035 2258
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- Havana 0.6232 0.8769 0.7286 2258
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- Himalayan 0.5751 0.4526 0.5066 2258
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- Japanese Bobtail 0.3476 0.1081 0.1649 2258
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- Maine Coon 0.2671 0.4203 0.3266 2258
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- Manx 0.1594 0.0049 0.0095 2258
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- Munchkin 0.3588 0.0270 0.0502 2258
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- Nebelung 0.6896 0.9132 0.7858 2258
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- Norwegian Forest 0.4037 0.5097 0.4506 2258
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- Oriental Short Hair 0.3956 0.0159 0.0307 2258
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- Persian 0.6196 0.7321 0.6711 2258
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- Ragamuffin 0.4864 0.3016 0.3723 2258
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- Ragdoll 0.3396 0.2493 0.2875 2258
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- Russian Blue 0.5665 0.8831 0.6902 2258
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- Scottish Fold 0.5724 0.6754 0.6197 2258
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- Siamese 0.4481 0.2312 0.3050 2258
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- Siberian 0.3955 0.2781 0.3266 2258
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- Snowshoe 0.5511 0.7281 0.6274 2258
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- Sphynx 0.9558 0.9672 0.9615 2258
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- Tabby 0.1935 0.2214 0.2065 2258
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- Tiger 0.2204 0.5394 0.3129 2258
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- Tonkinese 0.4483 0.5567 0.4966 2258
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- Torbie 0.3832 0.5146 0.4393 2258
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- Tortoiseshell 0.5357 0.7932 0.6395 2258
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- Turkish Angora 0.4883 0.5642 0.5235 2258
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- Turkish Van 0.3012 0.7135 0.4236 2258
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- Tuxedo 0.3748 0.8716 0.5242 2258
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- accuracy 0.4750 108384
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- macro avg 0.4570 0.4750 0.4302 108384
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- weighted avg 0.4570 0.4750 0.4302 108384
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  ```
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Detects cat breed (from the list of 48 common breeds) with about 48% 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/A4merFANqXzXi4IS0gJJV.png)
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  ```
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  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ Abyssinian 0.7794 0.8512 0.8137 2258
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+ American Bobtail 0.1304 0.0013 0.0026 2258
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+ American Curl 0.6581 0.5208 0.5815 2258
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+ American Shorthair 0.2586 0.0066 0.0130 2258
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+ Applehead Siamese 0.4525 0.6842 0.5448 2258
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+ Balinese 0.4521 0.4411 0.4465 2258
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+ Bengal 0.6135 0.6630 0.6373 2258
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+ Birman 0.4493 0.7343 0.5575 2258
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+ Bombay 0.3416 0.8034 0.4793 2258
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+ British Shorthair 0.5067 0.4176 0.4579 2258
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+ Burmese 0.7938 0.2626 0.3947 2258
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+ Calico 0.4325 0.5505 0.4844 2258
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+ Cornish Rex 0.7446 0.9066 0.8177 2258
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+ Devon Rex 0.7585 0.5062 0.6072 2258
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+ Dilute Calico 0.4819 0.4539 0.4675 2258
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+ Dilute Tortoiseshell 0.4928 0.6337 0.5544 2258
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+ Domestic Long Hair 0.3050 0.1320 0.1842 2258
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+ Domestic Medium Hair 0.1701 0.0217 0.0385 2258
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+ Domestic Short Hair 0.2686 0.0926 0.1377 2258
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+ Egyptian Mau 0.4864 0.7281 0.5832 2258
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+ Exotic Shorthair 0.6930 0.3959 0.5039 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.0000 0.0000 0.0000 2258
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+ Havana 0.6435 0.8769 0.7423 2258
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+ Himalayan 0.5652 0.4588 0.5065 2258
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+ Japanese Bobtail 0.3808 0.1160 0.1779 2258
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+ Maine Coon 0.2751 0.4287 0.3351 2258
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+ Manx 0.1507 0.0049 0.0094 2258
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+ Munchkin 0.3453 0.0341 0.0621 2258
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+ Nebelung 0.7028 0.9176 0.7960 2258
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+ Norwegian Forest 0.4096 0.4938 0.4478 2258
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+ Oriental Short Hair 0.3579 0.0151 0.0289 2258
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+ Persian 0.6139 0.7409 0.6715 2258
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+ Ragamuffin 0.4895 0.3299 0.3942 2258
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+ Ragdoll 0.3629 0.2644 0.3059 2258
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+ Russian Blue 0.5746 0.8942 0.6996 2258
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+ Scottish Fold 0.5922 0.6856 0.6355 2258
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+ Siamese 0.4330 0.2090 0.2820 2258
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+ Siberian 0.3987 0.2826 0.3307 2258
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+ Snowshoe 0.5575 0.7148 0.6264 2258
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+ Sphynx 0.9609 0.9677 0.9643 2258
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+ Tabby 0.1991 0.2223 0.2101 2258
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+ Tiger 0.2194 0.5430 0.3125 2258
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+ Tonkinese 0.4426 0.5297 0.4823 2258
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+ Torbie 0.3872 0.5097 0.4401 2258
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+ Tortoiseshell 0.5323 0.7892 0.6357 2258
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+ Turkish Angora 0.4946 0.5877 0.5371 2258
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+ Turkish Van 0.2972 0.7112 0.4192 2258
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+ Tuxedo 0.3765 0.8667 0.5249 2258
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+ accuracy 0.4792 108384
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+ macro avg 0.4590 0.4792 0.4351 108384
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+ weighted avg 0.4590 0.4792 0.4351 108384
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  ```