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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/6449300e3adf50d864095b90/39jRSlZMzQENzKxB7cOFv.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 0.8977 0.8702 0.8837 2258
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- American Bobtail 0.2755 0.0239 0.0440 2258
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- American Curl 0.7098 0.7095 0.7096 2258
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- American Shorthair 0.1571 0.0049 0.0095 2258
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- Applehead Siamese 0.7092 0.8685 0.7808 2258
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- Balinese 0.5762 0.7064 0.6347 2258
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- Bengal 0.6352 0.6887 0.6609 2258
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- Birman 0.6065 0.7631 0.6758 2258
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- Bombay 0.3749 0.8074 0.5120 2258
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- British Shorthair 0.4925 0.5381 0.5143 2258
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- Burmese 0.7020 0.5226 0.5991 2258
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- Calico 0.5012 0.5771 0.5364 2258
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- Cornish Rex 0.9193 0.9783 0.9479 2258
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- Devon Rex 0.8949 0.9052 0.9000 2258
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- Dilute Calico 0.5114 0.5248 0.5180 2258
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- Dilute Tortoiseshell 0.5352 0.6399 0.5829 2258
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- Domestic Long Hair 0.3023 0.2059 0.2450 2258
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- Domestic Medium Hair 0.1832 0.0474 0.0753 2258
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- Domestic Short Hair 0.3968 0.4172 0.4067 2258
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- Egyptian Mau 0.5752 0.7693 0.6582 2258
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- Exotic Shorthair 0.7728 0.6129 0.6836 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3140 0.0120 0.0230 2258
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- Havana 0.8387 0.9119 0.8738 2258
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- Himalayan 0.6289 0.5585 0.5916 2258
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- Japanese Bobtail 0.5625 0.4725 0.5136 2258
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- Maine Coon 0.3404 0.4579 0.3905 2258
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- Manx 0.3458 0.0164 0.0313 2258
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- Munchkin 0.3607 0.1789 0.2392 2258
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- Nebelung 0.8163 0.9801 0.8907 2258
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- Norwegian Forest 0.5116 0.5673 0.5380 2258
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- Oriental Short Hair 0.5617 0.1209 0.1990 2258
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- Persian 0.7012 0.7400 0.7201 2258
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- Ragamuffin 0.6765 0.7493 0.7111 2258
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- Ragdoll 0.4349 0.2781 0.3393 2258
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- Russian Blue 0.6830 0.8787 0.7685 2258
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- Scottish Fold 0.7892 0.7396 0.7636 2258
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- Siamese 0.4964 0.3946 0.4397 2258
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- Siberian 0.6057 0.5469 0.5748 2258
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- Snowshoe 0.6694 0.7507 0.7077 2258
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- Sphynx 0.9923 0.9672 0.9796 2258
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- Tabby 0.2321 0.2321 0.2321 2258
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- Tiger 0.2584 0.5341 0.3483 2258
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- Tonkinese 0.6512 0.6829 0.6667 2258
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- Torbie 0.4240 0.5562 0.4812 2258
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- Tortoiseshell 0.5691 0.7843 0.6596 2258
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- Turkish Angora 0.5490 0.6125 0.5790 2258
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- Turkish Van 0.4218 0.7409 0.5376 2258
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- Tuxedo 0.4602 0.8255 0.5910 2258
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- accuracy 0.5723 108384
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- macro avg 0.5547 0.5723 0.5410 108384
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- weighted avg 0.5547 0.5723 0.5410 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/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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  ```