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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Detects cat breed (from the list of 48 common breeds) with about 49% accuracy based on image.

See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/b-u8N4tDBFSagxISPz3rd.png)

```
Classification report:

                                       precision    recall  f1-score   support

                           Abyssinian     0.8022    0.8477    0.8243      2258
                     American Bobtail     0.1463    0.0027    0.0052      2258
                        American Curl     0.6492    0.5492    0.5950      2258
                   American Shorthair     0.1731    0.0040    0.0078      2258
                    Applehead Siamese     0.4878    0.7259    0.5835      2258
                             Balinese     0.4579    0.4867    0.4719      2258
                               Bengal     0.5947    0.6745    0.6321      2258
                               Birman     0.4687    0.7259    0.5696      2258
                               Bombay     0.3388    0.7981    0.4756      2258
                    British Shorthair     0.4812    0.4486    0.4644      2258
                              Burmese     0.7255    0.3184    0.4426      2258
                               Calico     0.4487    0.5593    0.4979      2258
                          Cornish Rex     0.8194    0.9265    0.8697      2258
                            Devon Rex     0.7891    0.6098    0.6880      2258
                        Dilute Calico     0.4909    0.4796    0.4852      2258
                 Dilute Tortoiseshell     0.4953    0.6262    0.5531      2258
                   Domestic Long Hair     0.2883    0.1466    0.1944      2258
                 Domestic Medium Hair     0.1769    0.0217    0.0387      2258
                  Domestic Short Hair     0.2699    0.1169    0.1632      2258
                         Egyptian Mau     0.5008    0.7259    0.5927      2258
                     Exotic Shorthair     0.6892    0.4252    0.5259      2258
Extra-Toes Cat - Hemingway Polydactyl     0.0417    0.0009    0.0017      2258
                               Havana     0.6666    0.8720    0.7556      2258
                            Himalayan     0.5753    0.4668    0.5154      2258
                     Japanese Bobtail     0.3075    0.1143    0.1666      2258
                           Maine Coon     0.2931    0.4371    0.3509      2258
                                 Manx     0.1867    0.0062    0.0120      2258
                             Munchkin     0.3156    0.0447    0.0784      2258
                             Nebelung     0.7309    0.9322    0.8194      2258
                     Norwegian Forest     0.4237    0.5066    0.4615      2258
                  Oriental Short Hair     0.3879    0.0199    0.0379      2258
                              Persian     0.6228    0.7365    0.6749      2258
                           Ragamuffin     0.4986    0.3911    0.4383      2258
                              Ragdoll     0.3571    0.2644    0.3038      2258
                         Russian Blue     0.5916    0.8942    0.7120      2258
                        Scottish Fold     0.6190    0.7095    0.6612      2258
                              Siamese     0.4615    0.2467    0.3215      2258
                             Siberian     0.4178    0.3007    0.3497      2258
                             Snowshoe     0.5567    0.7241    0.6295      2258
                               Sphynx     0.9581    0.9721    0.9650      2258
                                Tabby     0.2105    0.2197    0.2150      2258
                                Tiger     0.2283    0.5416    0.3212      2258
                            Tonkinese     0.4759    0.5257    0.4996      2258
                               Torbie     0.3966    0.5337    0.4551      2258
                        Tortoiseshell     0.5382    0.7963    0.6423      2258
                       Turkish Angora     0.4958    0.5709    0.5307      2258
                          Turkish Van     0.3282    0.7232    0.4515      2258
                               Tuxedo     0.3847    0.8605    0.5317      2258

                             accuracy                         0.4923    108384
                            macro avg     0.4659    0.4923    0.4496    108384
                         weighted avg     0.4659    0.4923    0.4496    108384
```