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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 56% 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/dqYQh5ub6kpMuI3az4nQG.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 0.8894 0.8547 0.8717 2258
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- American Bobtail 0.2179 0.0173 0.0320 2258
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- American Curl 0.7173 0.7112 0.7143 2258
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- American Shorthair 0.2000 0.0053 0.0104 2258
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- Applehead Siamese 0.6939 0.8906 0.7801 2258
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- Balinese 0.5736 0.6935 0.6279 2258
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- Bengal 0.6441 0.6829 0.6629 2258
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- Birman 0.5913 0.7489 0.6608 2258
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- Bombay 0.3653 0.8105 0.5036 2258
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- British Shorthair 0.4943 0.5571 0.5238 2258
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- Burmese 0.6811 0.4872 0.5680 2258
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- Calico 0.5083 0.5810 0.5423 2258
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- Cornish Rex 0.9116 0.9779 0.9436 2258
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- Devon Rex 0.8751 0.8933 0.8841 2258
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- Dilute Calico 0.5189 0.5230 0.5210 2258
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- Dilute Tortoiseshell 0.5254 0.6329 0.5741 2258
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- Domestic Long Hair 0.3019 0.2073 0.2458 2258
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- Domestic Medium Hair 0.1701 0.0443 0.0703 2258
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- Domestic Short Hair 0.3847 0.3924 0.3885 2258
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- Egyptian Mau 0.5935 0.7635 0.6678 2258
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- Exotic Shorthair 0.7559 0.5926 0.6643 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3407 0.0137 0.0264 2258
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- Havana 0.8073 0.9035 0.8527 2258
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- Himalayan 0.6209 0.5345 0.5745 2258
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- Japanese Bobtail 0.5435 0.4181 0.4726 2258
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- Maine Coon 0.3388 0.4681 0.3931 2258
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- Manx 0.2844 0.0137 0.0262 2258
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- Munchkin 0.3924 0.1873 0.2536 2258
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- Nebelung 0.8170 0.9725 0.8880 2258
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- Norwegian Forest 0.5093 0.5465 0.5272 2258
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- Oriental Short Hair 0.5342 0.1072 0.1785 2258
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- Persian 0.7075 0.7272 0.7172 2258
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- Ragamuffin 0.6762 0.7436 0.7083 2258
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- Ragdoll 0.4236 0.2883 0.3431 2258
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- Russian Blue 0.6622 0.8813 0.7562 2258
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- Scottish Fold 0.7962 0.7334 0.7635 2258
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- Siamese 0.5322 0.4141 0.4658 2258
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- Siberian 0.5983 0.5403 0.5678 2258
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- Snowshoe 0.6626 0.7524 0.7047 2258
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- Sphynx 0.9837 0.9628 0.9731 2258
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- Tabby 0.2238 0.2236 0.2237 2258
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- Tiger 0.2474 0.5239 0.3361 2258
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- Tonkinese 0.6552 0.6430 0.6491 2258
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- Torbie 0.4123 0.5562 0.4736 2258
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- Tortoiseshell 0.5592 0.7781 0.6507 2258
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- Turkish Angora 0.5437 0.6143 0.5768 2258
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- Turkish Van 0.4098 0.7378 0.5270 2258
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- Tuxedo 0.4633 0.8291 0.5944 2258
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- accuracy 0.5663 108384
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- macro avg 0.5492 0.5663 0.5350 108384
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- weighted avg 0.5492 0.5663 0.5350 108384
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  ```
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Detects cat breed (from the list of 48 common breeds) with about 57% 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/6449300e3adf50d864095b90/39jRSlZMzQENzKxB7cOFv.png)
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  ```
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  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ Abyssinian 0.8977 0.8702 0.8837 2258
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+ American Bobtail 0.2755 0.0239 0.0440 2258
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+ American Curl 0.7098 0.7095 0.7096 2258
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+ American Shorthair 0.1571 0.0049 0.0095 2258
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+ Applehead Siamese 0.7092 0.8685 0.7808 2258
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+ Balinese 0.5762 0.7064 0.6347 2258
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+ Bengal 0.6352 0.6887 0.6609 2258
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+ Birman 0.6065 0.7631 0.6758 2258
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+ Bombay 0.3749 0.8074 0.5120 2258
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+ British Shorthair 0.4925 0.5381 0.5143 2258
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+ Burmese 0.7020 0.5226 0.5991 2258
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+ Calico 0.5012 0.5771 0.5364 2258
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+ Cornish Rex 0.9193 0.9783 0.9479 2258
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+ Devon Rex 0.8949 0.9052 0.9000 2258
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+ Dilute Calico 0.5114 0.5248 0.5180 2258
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+ Dilute Tortoiseshell 0.5352 0.6399 0.5829 2258
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+ Domestic Long Hair 0.3023 0.2059 0.2450 2258
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+ Domestic Medium Hair 0.1832 0.0474 0.0753 2258
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+ Domestic Short Hair 0.3968 0.4172 0.4067 2258
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+ Egyptian Mau 0.5752 0.7693 0.6582 2258
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+ Exotic Shorthair 0.7728 0.6129 0.6836 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.3140 0.0120 0.0230 2258
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+ Havana 0.8387 0.9119 0.8738 2258
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+ Himalayan 0.6289 0.5585 0.5916 2258
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+ Japanese Bobtail 0.5625 0.4725 0.5136 2258
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+ Maine Coon 0.3404 0.4579 0.3905 2258
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+ Manx 0.3458 0.0164 0.0313 2258
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+ Munchkin 0.3607 0.1789 0.2392 2258
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+ Nebelung 0.8163 0.9801 0.8907 2258
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+ Norwegian Forest 0.5116 0.5673 0.5380 2258
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+ Oriental Short Hair 0.5617 0.1209 0.1990 2258
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+ Persian 0.7012 0.7400 0.7201 2258
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+ Ragamuffin 0.6765 0.7493 0.7111 2258
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+ Ragdoll 0.4349 0.2781 0.3393 2258
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+ Russian Blue 0.6830 0.8787 0.7685 2258
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+ Scottish Fold 0.7892 0.7396 0.7636 2258
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+ Siamese 0.4964 0.3946 0.4397 2258
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+ Siberian 0.6057 0.5469 0.5748 2258
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+ Snowshoe 0.6694 0.7507 0.7077 2258
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+ Sphynx 0.9923 0.9672 0.9796 2258
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+ Tabby 0.2321 0.2321 0.2321 2258
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+ Tiger 0.2584 0.5341 0.3483 2258
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+ Tonkinese 0.6512 0.6829 0.6667 2258
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+ Torbie 0.4240 0.5562 0.4812 2258
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+ Tortoiseshell 0.5691 0.7843 0.6596 2258
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+ Turkish Angora 0.5490 0.6125 0.5790 2258
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+ Turkish Van 0.4218 0.7409 0.5376 2258
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+ Tuxedo 0.4602 0.8255 0.5910 2258
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+ accuracy 0.5723 108384
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+ macro avg 0.5547 0.5723 0.5410 108384
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+ weighted avg 0.5547 0.5723 0.5410 108384
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  ```