metadata
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.
Report any issues with the demo at the github repo.
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
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
Training Details
- Base model: google/vit-base-patch16-224-in21k
- Training samples: 2986
- Validation samples: 526
- Validation accuracy: 0.9981


























