Dataset Summary

ILSVRC 2012, commonly known as 'ImageNet' is an image dataset organized according to the WordNet hierarchy. Each meaningful concept in WordNet, possibly described by multiple words or word phrases, is called a "synonym set" or "synset". There are more than 100,000 synsets in WordNet, majority of them are nouns (80,000+). ImageNet aims to provide on average 1000 images to illustrate each synset. Images of each concept are quality-controlled and human-annotated. 💡… See the full description on the dataset page: https://huggingface.co/datasets/timm/imagenet-1k-wds.

Dataset Card for tiny-imagenet

  Dataset Summary

Tiny ImageNet contains 100000 images of 200 classes (500 for each class) downsized to 64×64 colored images. Each class has 500 training images, 50 validation images, and 50 test images.

  Languages

The class labels in the dataset are in English.

  Dataset Structure







  Data Instances

{ 'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=64x64 at 0x1A800E8E190… See the full description on the dataset page: https://huggingface.co/datasets/zh-plus/tiny-imagenet.

Repack Information

This repository contains a complete repack of ILSVRC/imagenet-1k in Parquet format with the following data transformations:

Images were center-cropped to square to the minimum height/width dimension. Images were then rescaled to 256x256 using Lanczos resampling. This dataset is available at benjamin-paine/imagenet-1k-256x256 Images were then rescaled to 128x128 using Lanczos resampling. This dataset is available at benjamin-paine/imagenet-1k-128x128. Images… See the full description on the dataset page: https://huggingface.co/datasets/benjamin-paine/imagenet-1k-64x64.

Dataset Summary

This is a copy of the full Winter21 release of ImageNet in webdataset tar format with WEBP encoded images. This release consists of 19167 classes, 2674 fewer classes than the original 21841 class Fall11 release of the full ImageNet. The classes were removed due to these concerns: https://www.image-net.org/update-sep-17-2019.php This is the same contents as https://huggingface.co/datasets/timm/imagenet-w21-wds but encoded in webp at ~56% of the size, shard count… See the full description on the dataset page: https://huggingface.co/datasets/timm/imagenet-w21-webp-wds.

antofuller/ImageNet-HR dataset hosted on Hugging Face and contributed by the HF Datasets community

XiN0919/ImageNet-1k dataset hosted on Hugging Face and contributed by the HF Datasets community

SteveZeyuZhang/ImageNet-1K dataset hosted on Hugging Face and contributed by the HF Datasets community

This repository contains the mapping from integer id's to actual label names (in HuggingFace Transformers typically called id2label) for several datasets. Current datasets include:

ImageNet-1k ImageNet-22k (also called ImageNet-21k as there are 21,843 classes) COCO detection 2017 COCO panoptic 2017 ADE20k (actually, the MIT Scene Parsing benchmark, which is a subset of ADE20k) Cityscapes VQAv2 Kinetics-700 RVL-CDIP PASCAL VOC Kinetics-400 ...

You can read in a label file as follows (using… See the full description on the dataset page: https://huggingface.co/datasets/huggingface/label-files.

dnth/mini-imagenet dataset hosted on Hugging Face and contributed by the HF Datasets community

pouya-haghi/imagenet-subset dataset hosted on Hugging Face and contributed by the HF Datasets community

cogsci13/Imagenet-Class dataset hosted on Hugging Face and contributed by the HF Datasets community

Link to original evaluation code for: https://github.com/hendrycks/natural-adv-examples @article{hendrycks2021nae, title={Natural Adversarial Examples}, author={Dan Hendrycks and Kevin Zhao and Steven Basart and Jacob Steinhardt and Dawn Song}, journal={CVPR}, year={2021} }

fengyang0317/imagenet-1k dataset hosted on Hugging Face and contributed by the HF Datasets community

datacomp/imagenet-1k-random-0.0-frac-1over16 dataset hosted on Hugging Face and contributed by the HF Datasets community

datacomp/imagenet-1k-random0.0 dataset hosted on Hugging Face and contributed by the HF Datasets community

wsmumumu/Imagenet dataset hosted on Hugging Face and contributed by the HF Datasets community

Pointcept/imagenet-compressed dataset hosted on Hugging Face and contributed by the HF Datasets community

polinaeterna/imagenet dataset hosted on Hugging Face and contributed by the HF Datasets community

flaitenberger/imagenet-100-LT-removed-data dataset hosted on Hugging Face and contributed by the HF Datasets community

ytia0661/imagenet-1k dataset hosted on Hugging Face and contributed by the HF Datasets community