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Dataset · Image classification

imagenet-1k

by Large Scale Visual Recognition Challenge ILSVRC/imagenet-1k

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".

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Dataset Card

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. This dataset provides access to ImageNet (ILSVRC) 2012 which is the most commonly used subset of ImageNet. This dataset spans 1000 object classes and contains 1,281,167 training images, 50,000 validation images and 100,000 test…

Excerpt from the card by Large Scale Visual Recognition Challenge, licensed other.

Details

Repository
ILSVRC/imagenet-1k
Publisher
Large Scale Visual Recognition Challenge
Task category
Image classification
Tags
Not stated by the source
Size category
1M<n<10M
Languages
en
Revision
49e2ee26f3810fb5a7536bbf732a7b07389a47b5
Last updated
2025-09-17

Files

339 files, 166.8 GB in total.

Data336 files · 166.8 GB
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Other1 file · 46.4 KB
Repository1 file · 1.6 KB
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