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.

Food-101 dataset is a large-scale dataset for food image classification, with 101 classes and over 30,000 images.

The Food-101 is a challenging data set 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.

Visualize on Visual Layer

  Food101-VL-Enriched

An enriched version of the Food101 Dataset with image captions, bounding boxes, and label issues! With this additional information, the Food101 dataset can be extended to various tasks such as image retrieval or visual question answering. The label issues help curate a cleaner and leaner dataset.

  Description

The dataset consists of 4 columns:

image_uri: The uri of original of the image from the Food101… See the full description on the dataset page: https://huggingface.co/datasets/visual-layer/food101-vl-enriched.

m-newhauser/food101 dataset hosted on Hugging Face and contributed by the HF Datasets community

1) Data Introduction ? The Food-101 dataset contains subsets of the original Food-101 data, featuring multiple food categories and intended to serve as a richer alternative to classic image datasets like CIFAR-10 or MNIST.

2) Data Utilization (1) Characteristics of the Food-101 Dataset: ? The dataset consists of 49 food categories, with data files indicating the number of images and their respective resolutions. ? Includes both color (RGB) and grayscale images with labels.

(2) Applications of the Food-101 Dataset: ? Food image classification: Useful for developing and evaluating models that can automatically recognize and classify various food items. ? Model interpretability and explainability: Can be used to study which regions or components of food images are most important for classification decisions. ? Advanced food analysis: Provides opportunities to identify new food types as combinations of existing tags or to build detectors for food items in complex scenes.

Food101

## Overview

Food101 is a dataset for object detection tasks - it contains Object annotations for 1,995 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

zguo0525/food101 dataset hosted on Hugging Face and contributed by the HF Datasets community

Dataset

This dataset was created by Olga Marchevska

Contents

CP Food101

## Overview

CP Food101 is a dataset for object detection tasks - it contains Food annotations for 225 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Food101(5050)

## Overview

Food101(5050) is a dataset for object detection tasks - it contains Foods annotations for 5,050 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

ninjals/Food101 dataset hosted on Hugging Face and contributed by the HF Datasets community

Dataset

This dataset was created by B. Wang

Contents

Dataset

This dataset was created by JAYAPRAKASHPONDY

Contents

Dataset

This dataset was created by Sayak

Contents

DanielSongShen/CLIP-food101-image-dataset-small_latents dataset hosted on Hugging Face and contributed by the HF Datasets community

gschoeni/food101 dataset hosted on Hugging Face and contributed by the HF Datasets community

Capstone Aiml Food101 Objdetect

## Overview

Capstone Aiml Food101 Objdetect is a dataset for object detection tasks - it contains Food annotations for 777 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Dataset

This dataset was created by Thomas

Contents

Food 101 Classification 2

## Overview

Food 101 Classification 2 is a dataset for classification tasks - it contains Objects KcoQ annotations for 14,995 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).