Imagenette is a subset of 10 easily classified classes from the Imagenet dataset. It was originally prepared by Jeremy Howard of FastAI. The objective behind putting together a small version of the Imagenet dataset was mainly because running new ideas/algorithms/experiments on the whole Imagenet take a lot of time.

This version of the dataset allows researchers/practitioners to quickly try out ideas and share with others. The dataset comes in three variants:

• Full size
• 320 px
• 160 px

Note: The v2 config correspond to the new 70/30 train/valid split (released in Dec 6 2019).

To use this dataset:

import tensorflow_datasets as tfds

ds = tfds.load('imagenette', split='train')
for ex in ds.take(4):
 print(ex)

See the guide for more informations on tensorflow_datasets.

https://storage.googleapis.com/tfds-data/visualization/fig/imagenette-full-size-v2-1.0.0.png" alt="Visualization" width="500px">

Imagenette is a subset of 10 easily classified classes from Imagenet (tench, English springer, cassette player, chain saw, church, French horn, garbage truck, gas pump, golf ball, parachute).

Dataset

This dataset was created by anil_adepu

Contents

It contains the following files:

Generated Imagenette Dataset

  Description

This repository contains the dataset used for the generative-data-augmentation project. The dataset is organized as follows:

  Dataset Structure

analysis/: This directory contains analysis related to the dataset. metadata/: This directory contains the list of file path used for the Synthetic (Noisy) and Synthetic (Clean) datasets. synthetic/: This directory contains the image files. Each folder represents a… See the full description on the dataset page: https://huggingface.co/datasets/czl/generated-imagenette.

The dataset used in the paper is CIFAR-10, Imagenette, and ImageNet.

Dataset

This dataset was created by Jeremy Howard

Released under Data files © Original Authors

Contents

It contains the following files:

ytia0661/imagenette dataset hosted on Hugging Face and contributed by the HF Datasets community

Dataset

This dataset was created by Adel Samigullin

Contents

Dataset

This dataset was created by Jeremy Howard

Released under Data files © Original Authors

Contents