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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/b5q9wU-1AS4-zUW7u5gEy.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 0.6700 0.8425 0.7464 400
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- American Bobtail 0.0000 0.0000 0.0000 416
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- American Curl 0.6746 0.2657 0.3813 429
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- American Shorthair 0.0000 0.0000 0.0000 397
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- Applehead Siamese 0.4010 0.5939 0.4787 426
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- Balinese 0.4234 0.2549 0.3182 412
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- Bengal 0.5194 0.6241 0.5670 407
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- Birman 0.3594 0.7518 0.4864 415
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- Bombay 0.3056 0.7967 0.4417 428
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- British Shorthair 0.6068 0.3019 0.4032 414
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- Burmese 0.7000 0.0858 0.1528 408
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- Calico 0.4004 0.5000 0.4447 422
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- Cornish Rex 0.5600 0.8642 0.6796 405
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- Devon Rex 0.6220 0.1269 0.2107 402
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- Dilute Calico 0.5068 0.4322 0.4666 428
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- Dilute Tortoiseshell 0.4881 0.5721 0.5268 430
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- Domestic Long Hair 0.2222 0.0520 0.0843 423
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- Domestic Medium Hair 0.0385 0.0025 0.0046 408
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- Domestic Short Hair 0.2927 0.0286 0.0521 420
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- Egyptian Mau 0.4365 0.6425 0.5198 428
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- Exotic Shorthair 0.7343 0.2500 0.3730 420
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- Extra-Toes Cat - Hemingway Polydactyl 0.6000 0.0075 0.0148 400
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- Havana 0.5741 0.7698 0.6577 443
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- Himalayan 0.5429 0.4296 0.4797 412
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- Japanese Bobtail 0.4074 0.0277 0.0519 397
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- Maine Coon 0.2377 0.4360 0.3077 422
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- Manx 0.1429 0.0024 0.0047 420
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- Munchkin 0.0000 0.0000 0.0000 405
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- Nebelung 0.5780 0.8801 0.6977 417
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- Norwegian Forest 0.3523 0.4348 0.3892 414
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- Oriental Short Hair 0.0000 0.0000 0.0000 436
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- Persian 0.4803 0.7414 0.5830 379
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- Ragamuffin 0.5196 0.1247 0.2011 425
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- Ragdoll 0.3184 0.1968 0.2432 432
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- Russian Blue 0.5331 0.8981 0.6691 412
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- Scottish Fold 0.4692 0.6152 0.5323 408
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- Siamese 0.3905 0.1579 0.2249 418
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- Siberian 0.3722 0.1562 0.2200 429
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- Snowshoe 0.5389 0.6429 0.5863 420
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- Sphynx 0.8664 0.9571 0.9095 420
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- Tabby 0.1597 0.1695 0.1645 407
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- Tiger 0.1997 0.6000 0.2996 415
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- Tonkinese 0.3715 0.5952 0.4575 420
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- Torbie 0.3984 0.4645 0.4289 422
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- Tortoiseshell 0.5065 0.8171 0.6253 432
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- Turkish Angora 0.4326 0.5923 0.5000 417
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- Turkish Van 0.2664 0.7002 0.3860 417
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- Tuxedo 0.3349 0.8487 0.4803 423
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- accuracy 0.4229 20000
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- macro avg 0.4074 0.4220 0.3636 20000
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- weighted avg 0.4073 0.4229 0.3644 20000
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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/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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  ```