目前个人认为较好的数据集网站主要有:
数据集网站
1.AI Studio数据集: 开放数据集-百度AI Studio - 人工智能学习与实训社区
2.天池数据集:数据集-阿里系唯一对外开放数据分享平台
3.Papers With Code数据集:Machine Learning Datasets | Papers With Code
4.Kaggle 数据集:Find Open Datasets and Machine Learning Projects | Kaggle
5.Graviti Open Datasets:公开数据集下载,优质机器学习数据集,图像识别、NLP免费获取 | 格物钛,非结构化数据平台
6.Huggingface数据集:Hugging Face – The AI community building the future.
7.CLUE 数据集:www.cluebenchmarks.com/dataSet_sea…
具体数据集:
KITTI数据集:The KITTI Vision Benchmark Suite (cvlibs.net)
Cityscapes:Cityscapes Dataset – Semantic Understanding of Urban Street Scenes (cityscapes-dataset.com)
牛津数据集:[Datasets (ox.ac.uk)](link.zhihu.com/?target=htt… "Datasets (ox.ac.uk)")
ApolloScape:[Apollo Scape](link.zhihu.com/?target=htt… "Apollo Scape")
BDD100K:Berkeley DeepDrive
Waymo Open Dataset:GitHub - waymo-research/waymo-open-dataset: Waymo Open Dataset
nuScenes数据集:www.nuscenes.org/download
3D Photography Dataset:(uiuc.edu)
Matterport 3D重建数据集:[Capture, share, and collaborate the built world in immersive 3D (matterport.com)](link.zhihu.com/?target=htt… "Capture, share, and collaborate the built world in immersive 3D (matterport.com)")
NoW Dataset:(mpg.de)
Pix3D:[Pix3D (mit.edu)](link.zhihu.com/?target=htt… "Pix3D (mit.edu)")
Replica Dataset:GitHub - facebookresearch/Replica-Dataset: The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .
ScanNet:[ScanNet | Richly-annotated 3D Reconstructions of Indoor Scenes (scan-net.org)](link.zhihu.com/?target=htt… "ScanNet | Richly-annotated 3D Reconstructions of Indoor Scenes (scan-net.org)")
NYC3Dcars:[NYC3DCars (cornell.edu)](link.zhihu.com/?target=htt… "NYC3DCars (cornell.edu)")
Expressive Hands and Faces:[Computer Vision Group - Home (tum.de)](link.zhihu.com/?target=htt… "Computer Vision Group - Home (tum.de)")
TUM数据集:[SMPL-X (mpg.de)](link.zhihu.com/?target=htt… "SMPL-X (mpg.de)")
EUROC数据集:[kmavvisualinertialdatasets – ASL Datasets (ethz.ch)](link.zhihu.com/?target=htt… "kmavvisualinertialdatasets – ASL Datasets (ethz.ch)")
补充医疗图像:
肺结节数据库LIDC-IDRI:LIDC-IDRI - The Cancer Imaging Archive (TCIA) Public Access - Cancer Imaging Archive Wiki
乳腺图像数据库DDSM MIAS:deckard.mc.duke.edu/ddsm_sql/bo…
医学图像问答:Medical Image Format FAQ
ISBI:Challenges - Grand Challenge
补充:多模态数据集汇总链接:多模态分析数据集(Multimodal Dataset)整理 - 知乎
补充我记录的一些链接:
- 工业数据集汇总:开源工业缺陷数据集汇总,持续更新中(已更新28个) - 知乎
- 医疗数据集汇总:GitHub - linhandev/dataset: 医学影像数据集列表
- 1、Kaggle竞赛数据集 2、自然语言处理 3、图像数据 4、推荐系统 5、金融 6、交通 7、商业 8、医疗健康 9、视频数据 10、音频数据 11、文本、评价、回答数据集合 12、科研 13、其他数据集综合 汇总:各领域近千条数据集公开,你要的这里都有 - 知乎
- 激光雷达数据集汇总:汇总|基于激光雷达的3D目标检测开源项目&数据集 - 知乎
- 知乎相关数据集汇总:整理了一下关于知乎的公开数据集(欢迎评论补充) - 知乎
- 图论相关数据集汇总:图数据集分享 - 知乎
- 各领域公开数据集汇总(金融,医疗,nlp,图像等等):各领域公开数据集下载 - 知乎
- 各类数据集汇总:GitHub - awesomedata/awesome-public-datasets: A topic-centric list of HQ open datasets.
........待补充,会继续更新奥!
这些数据集应该能满足大部分人的需求。
我倡议大家不要无脑搬运数据集,最好是搬一个数据集配套一个项目,优化社区生态,我们共同努力!ヾ(≧∇≦*)ゝ