Food
Datasets
All datasets matching “Food”food101
Dataset Card for Food-101
Dataset Summary
This dataset consists of 101 food categories, with 101'000 images. For each class, 250 manually reviewed test images are provided as well as 750 training images. On purpose, the training images were not cleaned, and thus still contain some amount of noise. This comes mostly in the form of intense colors and sometimes wrong labels. All images were rescaled to have a maximum side length of 512 pixels.
Supported Tasks and… See the full description on the dataset page: https://huggingface.co/datasets/ethz/food101.foodwars
Bangumi Image Base of Food Wars!
This is the image base of bangumi Food Wars!, we detected 129 characters, 16059 images in total. The full dataset is here.
Please note that these image bases are not guaranteed to be 100% cleaned, they may be noisy actual. If you intend to manually train models using this dataset, we recommend performing necessary preprocessing on the downloaded dataset to eliminate potential noisy samples (approximately 1% probability).
Here is the characters'… See the full description on the dataset page: https://huggingface.co/datasets/BangumiBase/foodwars.fish-food
Goldfish Datasets
These are the training datasets for the Goldfish models, as described in our paper, Goldfish: Monolingual Language Models for 350 Languages (Chang et al., 2026).
Citation
Along with citing the Goldfish paper, if using this dataset, we encourage researchers to cite the individual datasets listed in our paper.
@inproceedings{chang-etal-2026-goldfish,
title={Goldfish: Monolingual Language Models for 350 Languages},
author={Chang, Tyler A. and Arnett… See the full description on the dataset page: https://huggingface.co/datasets/goldfish-models/fish-food.food-dataset
Food Dataset
An image classification dataset of food photos organized into 201 categories (folders), with 35,046 images total (~924 MB).
Each top-level folder is a category (e.g. adana kebab, sushi, waffles, tiramisu, ...) containing JPEG images of that food/dish. This follows the standard Hugging Face imagefolder layout, so it loads directly with:
from datasets import load_dataset
ds = load_dataset("webbrain-one/food-dataset")
Structure
<category… See the full description on the dataset page: https://huggingface.co/datasets/webbrain-one/food-dataset.Central_Asian_Food_Scenes_Dataset
Central Asian Food Scenes Dataset
In this work, we propose the first Central Asia Food Scenes Dataset that contains 21,306 images with 69,856 instances across 239 food classes. To make sure that the dataset contains various food items, we took as a benchmark the ontology of Global Individual Food Tool developed by Food and Agriculture Organization (FAO) together with the World Health Organization (WHO) [1]. The dataset contains food items across 18 coarse classes:
🍅 Vegetables •… See the full description on the dataset page: https://huggingface.co/datasets/issai/Central_Asian_Food_Scenes_Dataset.dog-food
Dataset Card for the Dog 🐶 vs. Food 🍔 (a.k.a. Dog Food) Dataset
Dataset Summary
This is a dataset for binary image classification, between 'dog' and 'food' classes.
The 'dog' class contains images of dogs that look like fried chicken and some that look like images of muffins, and the 'food' class contains images of (you guessed it) fried chicken and muffins 😋
Supported Tasks and Leaderboards
TBC
Languages
The labels are in English (['dog'… See the full description on the dataset page: https://huggingface.co/datasets/sasha/dog-food.