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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 43% 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/ZPA0AIKZzJfeEMOGoYdKM.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 0.6792 0.8109 0.7392 2258
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- American Bobtail 0.0667 0.0004 0.0009 2258
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- American Curl 0.6923 0.3149 0.4329 2258
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- American Shorthair 0.1228 0.0031 0.0060 2258
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- Applehead Siamese 0.3816 0.6129 0.4703 2258
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- Balinese 0.4180 0.2989 0.3486 2258
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- Bengal 0.5559 0.6435 0.5965 2258
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- Birman 0.3760 0.7183 0.4936 2258
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- Bombay 0.3074 0.7772 0.4406 2258
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- British Shorthair 0.5575 0.3180 0.4050 2258
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- Burmese 0.8516 0.1373 0.2365 2258
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- Calico 0.4052 0.5146 0.4534 2258
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- Cornish Rex 0.5863 0.8818 0.7043 2258
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- Devon Rex 0.7557 0.2055 0.3231 2258
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- Dilute Calico 0.4976 0.4052 0.4467 2258
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- Dilute Tortoiseshell 0.4936 0.6010 0.5420 2258
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- Domestic Long Hair 0.2768 0.0766 0.1200 2258
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- Domestic Medium Hair 0.1167 0.0062 0.0118 2258
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- Domestic Short Hair 0.2700 0.0314 0.0563 2258
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- Egyptian Mau 0.4456 0.6705 0.5354 2258
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- Exotic Shorthair 0.6730 0.2507 0.3653 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.4737 0.0040 0.0079 2258
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- Havana 0.5674 0.8144 0.6688 2258
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- Himalayan 0.5133 0.4278 0.4667 2258
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- Japanese Bobtail 0.5085 0.0399 0.0739 2258
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- Maine Coon 0.2468 0.4473 0.3181 2258
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- Manx 0.1091 0.0027 0.0052 2258
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  Munchkin 0.0000 0.0000 0.0000 2258
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- Nebelung 0.5928 0.8716 0.7056 2258
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- Norwegian Forest 0.3396 0.4216 0.3762 2258
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- Oriental Short Hair 0.1429 0.0004 0.0009 2258
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- Persian 0.5288 0.7409 0.6171 2258
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- Ragamuffin 0.5075 0.1492 0.2307 2258
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- Ragdoll 0.3378 0.2024 0.2531 2258
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- Russian Blue 0.5144 0.8884 0.6515 2258
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- Scottish Fold 0.4900 0.6209 0.5478 2258
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- Siamese 0.3811 0.1461 0.2113 2258
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- Siberian 0.3880 0.2117 0.2739 2258
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- Snowshoe 0.5201 0.6771 0.5883 2258
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- Sphynx 0.8778 0.9606 0.9173 2258
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- Tabby 0.1655 0.1918 0.1777 2258
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- Tiger 0.1977 0.5700 0.2936 2258
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- Tonkinese 0.3921 0.5536 0.4591 2258
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- Torbie 0.3874 0.4482 0.4156 2258
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- Tortoiseshell 0.4990 0.8069 0.6167 2258
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- Turkish Angora 0.4486 0.5452 0.4922 2258
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- Turkish Van 0.2726 0.7281 0.3967 2258
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- Tuxedo 0.3380 0.8826 0.4888 2258
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- accuracy 0.4298 108384
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- macro avg 0.4223 0.4298 0.3746 108384
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- weighted avg 0.4223 0.4298 0.3746 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/6449300e3adf50d864095b90/3OBBlva1zSvNvEnoVN92d.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 0.6980 0.8189 0.7536 2258
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+ American Bobtail 0.2000 0.0009 0.0018 2258
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+ American Curl 0.6313 0.3140 0.4194 2258
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+ American Shorthair 0.0769 0.0018 0.0035 2258
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+ Applehead Siamese 0.3788 0.6160 0.4691 2258
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+ Balinese 0.4247 0.3047 0.3548 2258
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+ Bengal 0.5542 0.6501 0.5983 2258
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+ Birman 0.3823 0.7343 0.5028 2258
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+ Bombay 0.3073 0.7746 0.4400 2258
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+ British Shorthair 0.5389 0.3069 0.3911 2258
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+ Burmese 0.7995 0.1324 0.2272 2258
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+ Calico 0.4133 0.5128 0.4577 2258
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+ Cornish Rex 0.5851 0.8711 0.7000 2258
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+ Devon Rex 0.7229 0.2011 0.3146 2258
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+ Dilute Calico 0.5005 0.4123 0.4522 2258
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+ Dilute Tortoiseshell 0.4811 0.6019 0.5347 2258
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+ Domestic Long Hair 0.2881 0.0686 0.1109 2258
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+ Domestic Medium Hair 0.1888 0.0120 0.0225 2258
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+ Domestic Short Hair 0.2657 0.0337 0.0597 2258
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+ Egyptian Mau 0.4468 0.6842 0.5406 2258
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+ Exotic Shorthair 0.6852 0.2458 0.3618 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.4375 0.0031 0.0062 2258
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+ Havana 0.5668 0.8206 0.6705 2258
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+ Himalayan 0.4950 0.4136 0.4507 2258
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+ Japanese Bobtail 0.4518 0.0394 0.0725 2258
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+ Maine Coon 0.2439 0.4442 0.3149 2258
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+ Manx 0.1186 0.0031 0.0060 2258
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  Munchkin 0.0000 0.0000 0.0000 2258
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+ Nebelung 0.6052 0.8800 0.7172 2258
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+ Norwegian Forest 0.3440 0.4243 0.3799 2258
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+ Oriental Short Hair 0.1667 0.0004 0.0009 2258
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+ Persian 0.5309 0.7418 0.6189 2258
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+ Ragamuffin 0.4620 0.1399 0.2148 2258
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+ Ragdoll 0.3352 0.2174 0.2638 2258
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+ Russian Blue 0.5222 0.8959 0.6598 2258
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+ Scottish Fold 0.4891 0.6368 0.5533 2258
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+ Siamese 0.3747 0.1470 0.2112 2258
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+ Siberian 0.4233 0.2090 0.2799 2258
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+ Snowshoe 0.5301 0.6829 0.5969 2258
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+ Sphynx 0.8680 0.9610 0.9121 2258
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+ Tabby 0.1832 0.2205 0.2002 2258
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+ Tiger 0.1973 0.5651 0.2925 2258
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+ Tonkinese 0.3871 0.5368 0.4498 2258
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+ Torbie 0.3894 0.4508 0.4179 2258
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+ Tortoiseshell 0.5057 0.8060 0.6215 2258
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+ Turkish Angora 0.4409 0.5598 0.4933 2258
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+ Turkish Van 0.2744 0.7126 0.3963 2258
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+ Tuxedo 0.3463 0.8822 0.4974 2258
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+ accuracy 0.4311 108384
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+ macro avg 0.4221 0.4311 0.3753 108384
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+ weighted avg 0.4221 0.4311 0.3753 108384
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  ```