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cat_breed_image_detection

Image Classification
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Safetensors
vit
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@@ -4,67 +4,67 @@ metrics:
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  - accuracy
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  - f1
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  ---
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- Detects cat breed (from the list of 48 common breeds) with about 73% accuracy based on image.
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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/O47CD9t2nk-gnvA3v4geC.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 0.9680 0.9234 0.9451 2258
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- American Bobtail 0.3290 0.3220 0.3254 2258
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- American Curl 0.9056 0.8835 0.8944 2258
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- American Shorthair 0.1821 0.0279 0.0484 2258
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- Applehead Siamese 0.9741 0.9841 0.9791 2258
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- Balinese 0.8838 0.9362 0.9092 2258
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- Bengal 0.7261 0.7653 0.7451 2258
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- Birman 0.8299 0.8813 0.8548 2258
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- Bombay 0.5582 0.8649 0.6785 2258
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- British Shorthair 0.7433 0.7772 0.7599 2258
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- Burmese 0.8789 0.9035 0.8910 2258
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- Calico 0.5919 0.6187 0.6050 2258
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- Cornish Rex 0.9925 0.9916 0.9920 2258
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- Devon Rex 0.9720 1.0000 0.9858 2258
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- Dilute Calico 0.5591 0.5576 0.5583 2258
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- Dilute Tortoiseshell 0.5740 0.6856 0.6248 2258
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- Domestic Long Hair 0.3825 0.3087 0.3417 2258
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- Domestic Medium Hair 0.2447 0.0912 0.1329 2258
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- Domestic Short Hair 0.8708 0.9787 0.9216 2258
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- Egyptian Mau 0.8387 0.8937 0.8654 2258
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- Exotic Shorthair 0.8571 0.7675 0.8098 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3587 0.1293 0.1901 2258
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- Havana 0.9750 0.9681 0.9716 2258
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- Himalayan 0.7527 0.6807 0.7149 2258
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- Japanese Bobtail 0.9495 0.9668 0.9581 2258
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- Maine Coon 0.4657 0.5957 0.5227 2258
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- Manx 0.3639 0.0669 0.1130 2258
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- Munchkin 0.8498 0.9393 0.8923 2258
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- Nebelung 0.9589 0.9911 0.9747 2258
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- Norwegian Forest 0.7378 0.7839 0.7601 2258
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- Oriental Short Hair 0.7661 0.6324 0.6929 2258
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- Persian 0.8079 0.7710 0.7890 2258
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- Ragamuffin 0.9487 0.9748 0.9616 2258
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- Ragdoll 0.6131 0.5629 0.5869 2258
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- Russian Blue 0.7881 0.9092 0.8443 2258
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- Scottish Fold 0.9520 0.8702 0.9093 2258
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- Siamese 0.7215 0.6953 0.7082 2258
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- Siberian 0.9203 0.9508 0.9353 2258
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- Snowshoe 0.7965 0.7958 0.7962 2258
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- Sphynx 0.9951 0.9876 0.9913 2258
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- Tabby 0.3237 0.3127 0.3181 2258
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- Tiger 0.3614 0.5939 0.4493 2258
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- Tonkinese 0.9282 0.9336 0.9309 2258
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- Torbie 0.5013 0.6103 0.5504 2258
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- Tortoiseshell 0.6415 0.7950 0.7100 2258
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- Turkish Angora 0.6871 0.7702 0.7262 2258
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- Turkish Van 0.6686 0.8711 0.7565 2258
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- Tuxedo 0.6019 0.8322 0.6985 2258
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- accuracy 0.7324 108384
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- macro avg 0.7145 0.7324 0.7150 108384
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- weighted avg 0.7145 0.7324 0.7150 108384
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  ```
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Detects cat breed (from the list of 48 common breeds) with about 74% accuracy based on image.
8
 
9
  See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
10
 
11
+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/A4zGByVgUP6OnxJ9Dt_R4.png)
12
 
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  ```
14
  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ Abyssinian 0.9709 0.9322 0.9512 2258
19
+ American Bobtail 0.3353 0.3583 0.3464 2258
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+ American Curl 0.9256 0.9088 0.9171 2258
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+ American Shorthair 0.1887 0.0310 0.0533 2258
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+ Applehead Siamese 0.9791 0.9942 0.9866 2258
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+ Balinese 0.8862 0.9380 0.9114 2258
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+ Bengal 0.7284 0.7591 0.7434 2258
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+ Birman 0.8283 0.8955 0.8606 2258
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+ Bombay 0.5685 0.8565 0.6834 2258
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+ British Shorthair 0.7537 0.7750 0.7642 2258
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+ Burmese 0.8872 0.9088 0.8978 2258
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+ Calico 0.5909 0.6191 0.6047 2258
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+ Cornish Rex 0.9929 0.9903 0.9916 2258
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+ Devon Rex 0.9737 1.0000 0.9867 2258
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+ Dilute Calico 0.5948 0.5376 0.5648 2258
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+ Dilute Tortoiseshell 0.5658 0.6794 0.6174 2258
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+ Domestic Long Hair 0.3834 0.3224 0.3503 2258
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+ Domestic Medium Hair 0.2600 0.1032 0.1477 2258
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+ Domestic Short Hair 0.8951 0.9863 0.9385 2258
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+ Egyptian Mau 0.8504 0.8911 0.8702 2258
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+ Exotic Shorthair 0.8426 0.7755 0.8077 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3654 0.1413 0.2038 2258
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+ Havana 0.9757 0.9761 0.9759 2258
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+ Himalayan 0.7650 0.6833 0.7219 2258
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+ Japanese Bobtail 0.9595 0.9761 0.9677 2258
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+ Maine Coon 0.4799 0.6134 0.5385 2258
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+ Manx 0.3624 0.0735 0.1222 2258
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+ Munchkin 0.8802 0.9566 0.9168 2258
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+ Nebelung 0.9614 0.9929 0.9769 2258
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+ Norwegian Forest 0.7638 0.8020 0.7825 2258
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+ Oriental Short Hair 0.7876 0.6833 0.7318 2258
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+ Persian 0.8110 0.7640 0.7868 2258
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+ Ragamuffin 0.9584 0.9885 0.9732 2258
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+ Ragdoll 0.6155 0.5452 0.5782 2258
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+ Russian Blue 0.7915 0.9114 0.8473 2258
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+ Scottish Fold 0.9600 0.8818 0.9192 2258
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+ Siamese 0.7236 0.7002 0.7117 2258
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+ Siberian 0.9279 0.9570 0.9422 2258
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+ Snowshoe 0.8144 0.8140 0.8142 2258
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+ Sphynx 0.9956 0.9920 0.9938 2258
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+ Tabby 0.3282 0.3211 0.3246 2258
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+ Tiger 0.3558 0.5850 0.4425 2258
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+ Tonkinese 0.9481 0.9309 0.9394 2258
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+ Torbie 0.5147 0.6182 0.5618 2258
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+ Tortoiseshell 0.6341 0.7950 0.7054 2258
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+ Turkish Angora 0.7045 0.7919 0.7456 2258
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+ Turkish Van 0.7082 0.8880 0.7880 2258
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+ Tuxedo 0.5952 0.8375 0.6959 2258
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+ accuracy 0.7392 108384
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+ macro avg 0.7227 0.7392 0.7230 108384
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+ weighted avg 0.7227 0.7392 0.7230 108384
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  ```