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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 55% 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/-tRYED1HcqD6ZZNFV60lO.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 0.8983 0.8649 0.8813 2258
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- American Bobtail 0.2308 0.0133 0.0251 2258
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- American Curl 0.7037 0.6847 0.6941 2258
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- American Shorthair 0.1644 0.0053 0.0103 2258
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- Applehead Siamese 0.6333 0.8091 0.7105 2258
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- Balinese 0.5576 0.6581 0.6037 2258
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- Bengal 0.6294 0.6723 0.6501 2258
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- Birman 0.5597 0.7498 0.6409 2258
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- Bombay 0.3558 0.8242 0.4970 2258
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- British Shorthair 0.4750 0.5208 0.4968 2258
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- Burmese 0.7027 0.4752 0.5670 2258
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- Calico 0.5045 0.5895 0.5437 2258
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- Cornish Rex 0.9115 0.9624 0.9362 2258
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- Devon Rex 0.8425 0.8694 0.8557 2258
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- Dilute Calico 0.5127 0.5089 0.5108 2258
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- Dilute Tortoiseshell 0.5051 0.6329 0.5618 2258
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- Domestic Long Hair 0.3007 0.2108 0.2479 2258
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- Domestic Medium Hair 0.1792 0.0421 0.0681 2258
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- Domestic Short Hair 0.3914 0.3503 0.3697 2258
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- Egyptian Mau 0.5537 0.7666 0.6430 2258
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- Exotic Shorthair 0.7503 0.5762 0.6518 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3380 0.0106 0.0206 2258
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- Havana 0.8168 0.9021 0.8573 2258
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- Himalayan 0.6162 0.5248 0.5669 2258
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- Japanese Bobtail 0.5203 0.3627 0.4275 2258
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- Maine Coon 0.3236 0.4535 0.3777 2258
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- Manx 0.2358 0.0128 0.0244 2258
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- Munchkin 0.4241 0.1670 0.2396 2258
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- Nebelung 0.7919 0.9774 0.8749 2258
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- Norwegian Forest 0.5138 0.5195 0.5166 2258
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- Oriental Short Hair 0.5211 0.0655 0.1164 2258
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- Persian 0.6851 0.7507 0.7164 2258
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- Ragamuffin 0.6342 0.6864 0.6593 2258
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- Ragdoll 0.4300 0.2896 0.3461 2258
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- Russian Blue 0.6570 0.8671 0.7476 2258
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- Scottish Fold 0.7739 0.7245 0.7484 2258
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- Siamese 0.5061 0.3463 0.4113 2258
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- Siberian 0.5435 0.4978 0.5196 2258
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- Snowshoe 0.6384 0.7529 0.6909 2258
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- Sphynx 0.9846 0.9650 0.9747 2258
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- Tabby 0.2248 0.2400 0.2322 2258
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- Tiger 0.2536 0.5155 0.3400 2258
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- Tonkinese 0.5999 0.5983 0.5991 2258
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- Torbie 0.4202 0.5611 0.4806 2258
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- Tortoiseshell 0.5687 0.7989 0.6645 2258
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- Turkish Angora 0.5307 0.5903 0.5589 2258
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- Turkish Van 0.3833 0.7294 0.5025 2258
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- Tuxedo 0.4432 0.8459 0.5816 2258
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- accuracy 0.5530 108384
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- macro avg 0.5363 0.5530 0.5200 108384
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- weighted avg 0.5363 0.5530 0.5200 108384
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  ```
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Detects cat breed (from the list of 48 common breeds) with about 56% 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/AIMm5uGv42XM7C8gD1RhL.png)
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  ```
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  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ Abyssinian 0.8801 0.8645 0.8722 2258
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+ American Bobtail 0.2128 0.0133 0.0250 2258
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+ American Curl 0.7026 0.6926 0.6976 2258
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+ American Shorthair 0.1429 0.0035 0.0069 2258
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+ Applehead Siamese 0.6545 0.8499 0.7395 2258
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+ Balinese 0.5760 0.6833 0.6251 2258
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+ Bengal 0.6397 0.6895 0.6637 2258
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+ Birman 0.5926 0.7542 0.6637 2258
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+ Bombay 0.3592 0.8206 0.4997 2258
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+ British Shorthair 0.4799 0.5226 0.5003 2258
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+ Burmese 0.6849 0.4814 0.5654 2258
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+ Calico 0.4793 0.5647 0.5185 2258
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+ Cornish Rex 0.9154 0.9681 0.9410 2258
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+ Devon Rex 0.8666 0.9004 0.8831 2258
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+ Dilute Calico 0.5093 0.5093 0.5093 2258
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+ Dilute Tortoiseshell 0.5234 0.6528 0.5810 2258
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+ Domestic Long Hair 0.3073 0.2037 0.2450 2258
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+ Domestic Medium Hair 0.1608 0.0407 0.0650 2258
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+ Domestic Short Hair 0.3729 0.3702 0.3716 2258
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+ Egyptian Mau 0.5817 0.7569 0.6578 2258
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+ Exotic Shorthair 0.7603 0.5815 0.6590 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.1646 0.0058 0.0111 2258
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+ Havana 0.8038 0.9070 0.8523 2258
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+ Himalayan 0.6036 0.5368 0.5682 2258
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+ Japanese Bobtail 0.5208 0.3663 0.4301 2258
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+ Maine Coon 0.3204 0.4570 0.3767 2258
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+ Manx 0.2562 0.0137 0.0261 2258
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+ Munchkin 0.3862 0.1811 0.2466 2258
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+ Nebelung 0.8079 0.9761 0.8841 2258
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+ Norwegian Forest 0.5054 0.5412 0.5227 2258
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+ Oriental Short Hair 0.5240 0.0775 0.1350 2258
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+ Persian 0.6828 0.7329 0.7070 2258
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+ Ragamuffin 0.6560 0.7002 0.6774 2258
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+ Ragdoll 0.4254 0.2865 0.3424 2258
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+ Russian Blue 0.6680 0.8804 0.7596 2258
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+ Scottish Fold 0.7794 0.7276 0.7526 2258
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+ Siamese 0.5331 0.3601 0.4298 2258
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+ Siberian 0.5416 0.4956 0.5176 2258
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+ Snowshoe 0.6354 0.7595 0.6920 2258
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+ Sphynx 0.9846 0.9601 0.9722 2258
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+ Tabby 0.2326 0.2498 0.2409 2258
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+ Tiger 0.2597 0.5288 0.3483 2258
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+ Tonkinese 0.6156 0.6355 0.6254 2258
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+ Torbie 0.4152 0.5288 0.4651 2258
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+ Tortoiseshell 0.5623 0.7936 0.6582 2258
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+ Turkish Angora 0.5452 0.5952 0.5691 2258
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+ Turkish Van 0.3999 0.7338 0.5177 2258
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+ Tuxedo 0.4603 0.8388 0.5944 2258
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+ accuracy 0.5582 108384
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+ macro avg 0.5352 0.5582 0.5253 108384
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+ weighted avg 0.5352 0.5582 0.5253 108384
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  ```