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cat_breed_image_detection

Image Classification
Transformers
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/S8mZfBPtVIpxtvC4N0Iet.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 0.6695 0.8194 0.7369 764
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- American Bobtail 0.0000 0.0000 0.0000 751
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- American Curl 0.6476 0.2674 0.3785 763
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- American Shorthair 0.1538 0.0053 0.0102 758
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- Applehead Siamese 0.3804 0.6352 0.4758 751
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- Balinese 0.4401 0.2748 0.3384 735
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- Bengal 0.5338 0.6628 0.5914 774
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- Birman 0.3445 0.7126 0.4645 748
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- Bombay 0.3130 0.7939 0.4490 757
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- British Shorthair 0.5778 0.2788 0.3761 746
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- Burmese 0.7900 0.1062 0.1872 744
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- Calico 0.4138 0.5040 0.4544 752
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- Cornish Rex 0.5770 0.8724 0.6946 760
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- Devon Rex 0.6325 0.1400 0.2293 750
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- Dilute Calico 0.4874 0.3809 0.4276 764
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- Dilute Tortoiseshell 0.4706 0.5569 0.5101 747
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- Domestic Long Hair 0.2756 0.0573 0.0948 751
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- Domestic Medium Hair 0.2222 0.0083 0.0159 727
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- Domestic Short Hair 0.4364 0.0331 0.0616 724
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- Egyptian Mau 0.4499 0.6483 0.5312 762
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- Exotic Shorthair 0.6463 0.1932 0.2975 766
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- Extra-Toes Cat - Hemingway Polydactyl 0.0000 0.0000 0.0000 767
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- Havana 0.5574 0.8159 0.6623 744
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- Himalayan 0.4895 0.4035 0.4423 751
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- Japanese Bobtail 0.3696 0.0232 0.0436 734
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- Maine Coon 0.2547 0.4705 0.3305 746
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- Manx 0.0909 0.0026 0.0051 761
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- Munchkin 0.0000 0.0000 0.0000 740
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- Nebelung 0.5827 0.8733 0.6990 734
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- Norwegian Forest 0.3382 0.4176 0.3737 728
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- Oriental Short Hair 0.0000 0.0000 0.0000 768
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- Persian 0.5009 0.7458 0.5993 720
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- Ragamuffin 0.4331 0.0903 0.1495 753
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- Ragdoll 0.2976 0.1992 0.2387 753
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- Russian Blue 0.5080 0.8930 0.6476 748
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- Scottish Fold 0.4696 0.6124 0.5316 756
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- Siamese 0.4275 0.1456 0.2173 769
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- Siberian 0.3360 0.1676 0.2236 740
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- Snowshoe 0.5025 0.6553 0.5688 760
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- Sphynx 0.8606 0.9621 0.9085 738
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- Tabby 0.1689 0.1920 0.1797 729
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- Tiger 0.1826 0.5673 0.2763 728
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- Tonkinese 0.3975 0.5689 0.4680 733
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- Torbie 0.3925 0.4453 0.4172 750
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- Tortoiseshell 0.4965 0.8102 0.6157 785
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- Turkish Angora 0.4333 0.5483 0.4840 746
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- Turkish Van 0.2704 0.6876 0.3882 765
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- Tuxedo 0.3259 0.8684 0.4740 760
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- accuracy 0.4196 36000
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- macro avg 0.3989 0.4191 0.3598 36000
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- weighted avg 0.3990 0.4196 0.3602 36000
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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/_RnLnJY1EhZKk8WQYlaJ8.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 0.6595 0.8003 0.7231 2258
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+ American Bobtail 0.0000 0.0000 0.0000 2258
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+ American Curl 0.6477 0.2826 0.3935 2258
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+ American Shorthair 0.0938 0.0013 0.0026 2258
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+ Applehead Siamese 0.3747 0.6023 0.4620 2258
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+ Balinese 0.4344 0.2799 0.3404 2258
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+ Bengal 0.5137 0.6298 0.5659 2258
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+ Birman 0.3673 0.7334 0.4894 2258
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+ Bombay 0.3059 0.7892 0.4409 2258
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+ British Shorthair 0.5789 0.3069 0.4012 2258
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+ Burmese 0.8147 0.1129 0.1984 2258
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+ Calico 0.3966 0.4942 0.4401 2258
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+ Cornish Rex 0.5751 0.8561 0.6880 2258
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+ Devon Rex 0.6976 0.1798 0.2859 2258
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+ Dilute Calico 0.4802 0.3760 0.4218 2258
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+ Dilute Tortoiseshell 0.4790 0.5797 0.5245 2258
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+ Domestic Long Hair 0.2812 0.0638 0.1040 2258
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+ Domestic Medium Hair 0.1981 0.0093 0.0178 2258
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+ Domestic Short Hair 0.3143 0.0292 0.0535 2258
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+ Egyptian Mau 0.4466 0.6665 0.5348 2258
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+ Exotic Shorthair 0.6583 0.2329 0.3441 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.5000 0.0035 0.0070 2258
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+ Havana 0.5532 0.7972 0.6531 2258
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+ Himalayan 0.5184 0.4305 0.4704 2258
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+ Japanese Bobtail 0.5000 0.0257 0.0489 2258
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+ Maine Coon 0.2400 0.4482 0.3126 2258
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+ Manx 0.1014 0.0031 0.0060 2258
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+ Munchkin 0.0000 0.0000 0.0000 2258
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+ Nebelung 0.5998 0.8809 0.7137 2258
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+ Norwegian Forest 0.3369 0.4008 0.3661 2258
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+ Oriental Short Hair 0.4167 0.0022 0.0044 2258
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+ Persian 0.5316 0.7573 0.6247 2258
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+ Ragamuffin 0.4579 0.1085 0.1754 2258
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+ Ragdoll 0.3455 0.2139 0.2642 2258
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+ Russian Blue 0.5180 0.8857 0.6537 2258
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+ Scottish Fold 0.4800 0.5965 0.5320 2258
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+ Siamese 0.3872 0.1391 0.2046 2258
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+ Siberian 0.3878 0.1913 0.2562 2258
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+ Snowshoe 0.5228 0.6541 0.5812 2258
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+ Sphynx 0.8537 0.9641 0.9056 2258
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+ Tabby 0.1724 0.1944 0.1828 2258
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+ Tiger 0.1878 0.5558 0.2807 2258
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+ Tonkinese 0.3818 0.5735 0.4584 2258
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+ Torbie 0.3804 0.4566 0.4151 2258
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+ Tortoiseshell 0.4931 0.8091 0.6128 2258
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+ Turkish Angora 0.4382 0.5589 0.4912 2258
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+ Turkish Van 0.2638 0.7157 0.3855 2258
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+ Tuxedo 0.3383 0.8818 0.4889 2258
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+ accuracy 0.4224 108384
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+ macro avg 0.4213 0.4224 0.3651 108384
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+ weighted avg 0.4213 0.4224 0.3651 108384
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  ```