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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 57% 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/XKIAzDb7ELy3qGj4ah_Me.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 0.9006 0.8747 0.8874 2258
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- American Bobtail 0.2692 0.0279 0.0506 2258
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- American Curl 0.7350 0.7099 0.7222 2258
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- American Shorthair 0.1324 0.0040 0.0077 2258
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- Applehead Siamese 0.7165 0.8875 0.7929 2258
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- Balinese 0.5761 0.6940 0.6296 2258
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- Bengal 0.6503 0.6869 0.6681 2258
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- Birman 0.6187 0.7409 0.6743 2258
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- Bombay 0.3845 0.8198 0.5235 2258
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- British Shorthair 0.4841 0.5461 0.5132 2258
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- Burmese 0.6970 0.5164 0.5932 2258
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- Calico 0.5151 0.5735 0.5427 2258
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- Cornish Rex 0.9182 0.9743 0.9454 2258
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- Devon Rex 0.9033 0.9185 0.9108 2258
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- Dilute Calico 0.5049 0.5199 0.5123 2258
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- Dilute Tortoiseshell 0.5257 0.6484 0.5806 2258
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- Domestic Long Hair 0.3075 0.2179 0.2551 2258
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- Domestic Medium Hair 0.1858 0.0523 0.0816 2258
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- Domestic Short Hair 0.4040 0.4371 0.4199 2258
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- Egyptian Mau 0.5908 0.7640 0.6663 2258
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- Exotic Shorthair 0.7472 0.5970 0.6637 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.2688 0.0111 0.0213 2258
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- Havana 0.8377 0.9212 0.8775 2258
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- Himalayan 0.6279 0.5620 0.5931 2258
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- Japanese Bobtail 0.5857 0.4827 0.5293 2258
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- Maine Coon 0.3408 0.4903 0.4021 2258
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- Manx 0.2151 0.0089 0.0170 2258
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- Munchkin 0.3909 0.2046 0.2686 2258
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- Nebelung 0.8263 0.9841 0.8983 2258
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- Norwegian Forest 0.5141 0.5500 0.5315 2258
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- Oriental Short Hair 0.5140 0.1218 0.1969 2258
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- Persian 0.7143 0.7254 0.7198 2258
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- Ragamuffin 0.7079 0.7697 0.7375 2258
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- Ragdoll 0.4230 0.2994 0.3506 2258
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- Russian Blue 0.6822 0.8729 0.7659 2258
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- Scottish Fold 0.7819 0.7400 0.7604 2258
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- Siamese 0.5003 0.3831 0.4339 2258
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- Siberian 0.6286 0.5629 0.5939 2258
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- Snowshoe 0.6556 0.7547 0.7017 2258
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- Sphynx 0.9861 0.9708 0.9784 2258
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- Tabby 0.2279 0.2294 0.2286 2258
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- Tiger 0.2587 0.5403 0.3499 2258
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- Tonkinese 0.6426 0.6687 0.6554 2258
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- Torbie 0.4277 0.5647 0.4867 2258
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- Tortoiseshell 0.5777 0.8034 0.6721 2258
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- Turkish Angora 0.5585 0.6174 0.5865 2258
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- Turkish Van 0.4265 0.7374 0.5404 2258
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- Tuxedo 0.4707 0.8180 0.5975 2258
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- accuracy 0.5751 108384
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- macro avg 0.5533 0.5751 0.5445 108384
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- weighted avg 0.5533 0.5751 0.5445 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/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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  ```