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