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cat_breed_image_detection

Image Classification
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Safetensors
vit
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@@ -8,63 +8,63 @@ Detects cat breed (from the list of 48 common breeds) with about 42% accuracy ba
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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/-t7YuNX3ZTCmFP_cdk8JC.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 0.6684 0.8184 0.7358 2258
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- American Bobtail 0.1250 0.0018 0.0035 2258
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- American Curl 0.6493 0.2976 0.4081 2258
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- American Shorthair 0.1395 0.0027 0.0052 2258
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- Applehead Siamese 0.3798 0.5930 0.4630 2258
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- Balinese 0.3983 0.2653 0.3184 2258
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- Bengal 0.5212 0.6577 0.5816 2258
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- Birman 0.3653 0.7298 0.4869 2258
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- Bombay 0.3049 0.7857 0.4393 2258
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- British Shorthair 0.5540 0.2910 0.3815 2258
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- Burmese 0.8160 0.1218 0.2119 2258
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- Calico 0.4138 0.5186 0.4603 2258
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- Cornish Rex 0.5788 0.8539 0.6899 2258
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- Devon Rex 0.7487 0.1887 0.3014 2258
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- Dilute Calico 0.5014 0.4039 0.4474 2258
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- Dilute Tortoiseshell 0.4790 0.5802 0.5247 2258
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- Domestic Long Hair 0.2701 0.0669 0.1072 2258
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- Domestic Medium Hair 0.1626 0.0089 0.0168 2258
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- Domestic Short Hair 0.3216 0.0323 0.0588 2258
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- Egyptian Mau 0.4549 0.6612 0.5390 2258
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- Exotic Shorthair 0.6900 0.2405 0.3567 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3333 0.0027 0.0053 2258
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- Havana 0.5673 0.8003 0.6640 2258
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- Himalayan 0.4904 0.4092 0.4462 2258
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- Japanese Bobtail 0.4414 0.0217 0.0414 2258
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- Maine Coon 0.2508 0.4686 0.3267 2258
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- Manx 0.0877 0.0022 0.0043 2258
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- Munchkin 0.0000 0.0000 0.0000 2258
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- Nebelung 0.6026 0.8818 0.7159 2258
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- Norwegian Forest 0.3447 0.4216 0.3793 2258
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- Oriental Short Hair 0.0000 0.0000 0.0000 2258
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- Persian 0.5176 0.7502 0.6125 2258
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- Ragamuffin 0.4420 0.1147 0.1821 2258
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- Ragdoll 0.3195 0.1975 0.2441 2258
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- Russian Blue 0.5212 0.8888 0.6571 2258
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- Scottish Fold 0.4852 0.6027 0.5376 2258
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- Siamese 0.3899 0.1475 0.2140 2258
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- Siberian 0.4052 0.2090 0.2758 2258
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- Snowshoe 0.5246 0.6608 0.5849 2258
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- Sphynx 0.8691 0.9619 0.9132 2258
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- Tabby 0.1715 0.1935 0.1819 2258
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- Tiger 0.1927 0.5717 0.2882 2258
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- Tonkinese 0.3953 0.5797 0.4701 2258
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- Torbie 0.3738 0.4469 0.4071 2258
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- Tortoiseshell 0.4989 0.8029 0.6154 2258
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- Turkish Angora 0.4336 0.5465 0.4835 2258
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- Turkish Van 0.2719 0.7219 0.3951 2258
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- Tuxedo 0.3383 0.8875 0.4899 2258
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- accuracy 0.4252 108384
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- macro avg 0.4127 0.4252 0.3682 108384
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- weighted avg 0.4127 0.4252 0.3682 108384
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  ```
 
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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/GOUlRFQGB41cW5OZOcRDu.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 0.6626 0.8198 0.7329 1260
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+ American Bobtail 0.2000 0.0008 0.0016 1249
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+ American Curl 0.6817 0.3040 0.4205 1240
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+ American Shorthair 0.2500 0.0040 0.0079 1240
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+ Applehead Siamese 0.3713 0.6002 0.4587 1218
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+ Balinese 0.4113 0.2802 0.3333 1249
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+ Bengal 0.5327 0.6466 0.5841 1248
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+ Birman 0.3579 0.7086 0.4756 1256
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+ Bombay 0.3024 0.7867 0.4369 1261
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+ British Shorthair 0.5867 0.3171 0.4116 1249
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+ Burmese 0.7846 0.1212 0.2100 1262
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+ Calico 0.4088 0.4992 0.4495 1248
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+ Cornish Rex 0.5861 0.8667 0.6993 1245
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+ Devon Rex 0.7353 0.1616 0.2649 1238
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+ Dilute Calico 0.4925 0.3952 0.4385 1240
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+ Dilute Tortoiseshell 0.4908 0.5923 0.5368 1268
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+ Domestic Long Hair 0.2767 0.0657 0.1062 1263
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+ Domestic Medium Hair 0.1964 0.0087 0.0167 1262
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+ Domestic Short Hair 0.3387 0.0337 0.0612 1248
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+ Egyptian Mau 0.4547 0.6573 0.5376 1252
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+ Exotic Shorthair 0.6885 0.2502 0.3670 1263
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+ Extra-Toes Cat - Hemingway Polydactyl 0.5000 0.0032 0.0063 1254
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+ Havana 0.5729 0.7920 0.6649 1245
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+ Himalayan 0.4871 0.4056 0.4426 1255
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+ Japanese Bobtail 0.3803 0.0218 0.0413 1238
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+ Maine Coon 0.2470 0.4574 0.3207 1244
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+ Manx 0.1892 0.0057 0.0111 1223
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+ Munchkin 0.0000 0.0000 0.0000 1223
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+ Nebelung 0.5926 0.8851 0.7099 1262
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+ Norwegian Forest 0.3478 0.4531 0.3935 1258
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+ Oriental Short Hair 0.5000 0.0008 0.0016 1239
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+ Persian 0.5257 0.7402 0.6148 1255
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+ Ragamuffin 0.5000 0.1263 0.2017 1251
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+ Ragdoll 0.3372 0.2086 0.2577 1261
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+ Russian Blue 0.5190 0.8960 0.6573 1250
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+ Scottish Fold 0.4800 0.6064 0.5358 1227
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+ Siamese 0.3920 0.1333 0.1989 1253
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+ Siberian 0.3562 0.1871 0.2453 1251
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+ Snowshoe 0.5099 0.6605 0.5755 1243
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+ Sphynx 0.8679 0.9661 0.9144 1238
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+ Tabby 0.1690 0.1917 0.1796 1257
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+ Tiger 0.1893 0.5673 0.2839 1241
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+ Tonkinese 0.3846 0.5699 0.4593 1251
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+ Torbie 0.3811 0.4358 0.4066 1269
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+ Tortoiseshell 0.4944 0.8078 0.6134 1249
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+ Turkish Angora 0.4486 0.5489 0.4937 1288
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+ Turkish Van 0.2692 0.7185 0.3917 1254
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+ Tuxedo 0.3560 0.8994 0.5101 1262
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+ accuracy 0.4256 60000
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+ macro avg 0.4335 0.4252 0.3684 60000
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+ weighted avg 0.4337 0.4256 0.3688 60000
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  ```