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metadata
license: apache-2.0
metrics:
  - accuracy
  - f1

Detects cat breed (from the list of 48 common breeds) with about 42% accuracy based on image.

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

image/png

Classification report:

                                       precision    recall  f1-score   support

                           Abyssinian     0.6361    0.7759    0.6991       241
                     American Bobtail     0.0000    0.0000    0.0000       248
                        American Curl     0.6809    0.2550    0.3710       251
                   American Shorthair     0.0000    0.0000    0.0000       248
                    Applehead Siamese     0.3728    0.6064    0.4618       249
                             Balinese     0.4701    0.2614    0.3360       241
                               Bengal     0.5613    0.6616    0.6073       263
                               Birman     0.3917    0.7581    0.5165       248
                               Bombay     0.3054    0.7782    0.4386       248
                    British Shorthair     0.5455    0.2785    0.3687       237
                              Burmese     0.8158    0.1297    0.2238       239
                               Calico     0.4025    0.5394    0.4610       241
                          Cornish Rex     0.5820    0.8560    0.6929       257
                            Devon Rex     0.6458    0.1366    0.2255       227
                        Dilute Calico     0.4589    0.3878    0.4204       245
                 Dilute Tortoiseshell     0.4237    0.5252    0.4690       238
                   Domestic Long Hair     0.3600    0.0684    0.1150       263
                 Domestic Medium Hair     0.0000    0.0000    0.0000       253
                  Domestic Short Hair     0.4706    0.0325    0.0608       246
                         Egyptian Mau     0.4410    0.6569    0.5277       239
                     Exotic Shorthair     0.6333    0.2355    0.3434       242
Extra-Toes Cat - Hemingway Polydactyl     0.5000    0.0041    0.0082       243
                               Havana     0.5872    0.7710    0.6667       262
                            Himalayan     0.4856    0.4174    0.4489       242
                     Japanese Bobtail     0.4167    0.0195    0.0372       257
                           Maine Coon     0.2584    0.5000    0.3407       246
                                 Manx     0.0000    0.0000    0.0000       262
                             Munchkin     0.0000    0.0000    0.0000       251
                             Nebelung     0.5302    0.8906    0.6647       256
                     Norwegian Forest     0.3478    0.3969    0.3708       262
                  Oriental Short Hair     0.0000    0.0000    0.0000       226
                              Persian     0.5506    0.7597    0.6384       258
                           Ragamuffin     0.5161    0.1255    0.2019       255
                              Ragdoll     0.3253    0.2143    0.2584       252
                         Russian Blue     0.5000    0.8474    0.6289       249
                        Scottish Fold     0.4811    0.6000    0.5340       255
                              Siamese     0.4444    0.1562    0.2312       256
                             Siberian     0.4043    0.1538    0.2229       247
                             Snowshoe     0.4985    0.6760    0.5739       250
                               Sphynx     0.8799    0.9651    0.9205       258
                                Tabby     0.1827    0.2159    0.1979       264
                                Tiger     0.1899    0.5934    0.2877       241
                            Tonkinese     0.4033    0.5850    0.4774       253
                               Torbie     0.4000    0.4411    0.4195       263
                        Tortoiseshell     0.5165    0.8095    0.6306       252
                       Turkish Angora     0.4239    0.5483    0.4781       259
                          Turkish Van     0.2866    0.7500    0.4147       256
                               Tuxedo     0.3407    0.8851    0.4920       261

                             accuracy                         0.4248     12000
                            macro avg     0.4097    0.4223    0.3642     12000
                         weighted avg     0.4094    0.4248    0.3658     12000