imagenet-1k ILSVRC
Dataset Card for ImageNet 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… See the full description on the dataset page: https://huggingface.co/datasets/ILSVRC/imagenet-1k.
- 类型
- dataset
- 许可
- other
- 语言
- en
- 下载量
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- 880
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- gated
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标签
- 图像数据集
- 图像分类
- 计算机视觉
- 评测基准
- 深度学习
- 预训练
摘要
ImageNet（ILSVRC 2012）是基于WordNet层级组织的大规模图像数据集，包含超过1000个类别、每类约1000张图片。它是计算机视觉领域最经典的图像分类基准之一，广泛用于预训练和评测视觉模型。适用于图像分类、目标检测等视觉任务的训练与性能评估。