---
tags:
- image-classification
- pytorch
- huggingpics
- food
- donuts
metrics:
- accuracy

model-index:
- name: donut-classifier
  results:
  - task:
      name: Image Classification
      type: image-classification
    metrics:
      - name: Accuracy
        type: accuracy
        value: 0.9980988502502441
---

# donut-classifier


Autogenerated by HuggingPics🤗🖼️

Donut image classifier trained on 27 different donut varieties.

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).

Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics).


## Classes
This model classifies 27 different types of donuts:
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

## Example Images


#### AyamKaleoDonat

![AyamKaleoDonat](images/AyamKaleoDonat.jpg)

#### AyamPopDonut

![AyamPopDonut](images/AyamPopDonut.jpg)

#### BelgianChoco

![BelgianChoco](images/BelgianChoco.jpg)

#### BerryCheesy

![BerryCheesy](images/BerryCheesy.jpg)

#### BerryCocoa

![BerryCocoa](images/BerryCocoa.jpg)

#### BerryMatcha

![BerryMatcha](images/BerryMatcha.jpg)

#### BurntCheeseRing

![BurntCheeseRing](images/BurntCheeseRing.jpg)

#### ButterscotchThanNever

![ButterscotchThanNever](images/ButterscotchThanNever.jpg)

#### CaramelAlmond

![CaramelAlmond](images/CaramelAlmond.jpg)

#### Cheescake

![Cheescake](images/Cheescake.jpg)

#### CheesyGranola

![CheesyGranola](images/CheesyGranola.jpg)

#### ChocoHazelnut

![ChocoHazelnut](images/ChocoHazelnut.jpg)

#### Chocoramel

![Chocoramel](images/Chocoramel.jpg)

#### CoffeeBrulee

![CoffeeBrulee](images/CoffeeBrulee.jpg)

#### CremeBrulee

![CremeBrulee](images/CremeBrulee.jpg)

#### CrunchMeMatcha

![CrunchMeMatcha](images/CrunchMeMatcha.jpg)

#### Frosted

![Frosted](images/Frosted.jpg)

#### MatchaonCloud

![MatchaonCloud](images/MatchaonCloud.jpg)

#### NuttinbutPistachio

![NuttinbutPistachio](images/NuttinbutPistachio.jpg)

#### Oreoverload

![Oreoverload](images/Oreoverload.jpg)

#### PB&J

![PB&J](images/PB&J.jpg)

#### PeanutButterChocolate

![PeanutButterChocolate](images/PeanutButterChocolate.jpg)

#### PistachioDreamin

![PistachioDreamin](images/PistachioDreamin.jpg)

#### SignatureChocolate

![SignatureChocolate](images/SignatureChocolate.jpg)

#### SloppyJoe

![SloppyJoe](images/SloppyJoe.jpg)

#### TheCheeseRoyale

![TheCheeseRoyale](images/TheCheeseRoyale.jpg)

#### TiramisuTemptation

![TiramisuTemptation](images/TiramisuTemptation.jpg)


## Training Details
- Base model: google/vit-base-patch16-224-in21k
- Training samples: 2986
- Validation samples: 526
- Validation accuracy: 0.9981