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--- |
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tags: |
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- image-classification |
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- pytorch |
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- huggingpics |
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- food |
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- donuts |
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metrics: |
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- accuracy |
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model-index: |
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- name: donut-classifier |
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results: |
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- task: |
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name: Image Classification |
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type: image-classification |
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metrics: |
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- name: Accuracy |
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type: accuracy |
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value: 0.9980988502502441 |
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--- |
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# donut-classifier |
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Autogenerated by HuggingPics🤗🖼️ |
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Donut image classifier trained on 27 different donut varieties. |
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Create your own image classifier for **anything** by running [the demo on Google Colab](https://colab.research.google.com/github/nateraw/huggingpics/blob/main/HuggingPics.ipynb). |
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Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics). |
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## Classes |
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This model classifies 27 different types of donuts: |
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AyamKaleoDonat, AyamPopDonut, BelgianChoco, BerryCheesy, BerryCocoa, BerryMatcha, BurntCheeseRing, ButterscotchThanNever, CaramelAlmond, Cheescake, CheesyGranola, ChocoHazelnut, Chocoramel, CoffeeBrulee, CremeBrulee, CrunchMeMatcha, Frosted, MatchaonCloud, NuttinbutPistachio, Oreoverload, PB&J, PeanutButterChocolate, PistachioDreamin, SignatureChocolate, SloppyJoe, TheCheeseRoyale, TiramisuTemptation |
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## Example Images |
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#### AyamKaleoDonat |
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#### AyamPopDonut |
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#### BelgianChoco |
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#### BerryCheesy |
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#### BerryCocoa |
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#### BerryMatcha |
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#### BurntCheeseRing |
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#### ButterscotchThanNever |
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#### CaramelAlmond |
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#### Cheescake |
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#### CheesyGranola |
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#### ChocoHazelnut |
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#### Chocoramel |
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#### CoffeeBrulee |
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#### CremeBrulee |
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#### CrunchMeMatcha |
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#### Frosted |
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#### MatchaonCloud |
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#### NuttinbutPistachio |
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#### Oreoverload |
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#### PB&J |
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#### PeanutButterChocolate |
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#### PistachioDreamin |
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#### SignatureChocolate |
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#### SloppyJoe |
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#### TheCheeseRoyale |
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#### TiramisuTemptation |
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## Training Details |
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- Base model: google/vit-base-patch16-224-in21k |
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- Training samples: 2986 |
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- Validation samples: 526 |
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- Validation accuracy: 0.9981 |
