datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Lowlight-Smartphone-Dataset
[WACV'26] Low-light Smartphone Dataset (LSD)
This is the official dataset proposed in our paper titled "Illuminating Darkness: Learning to Enhance Low-light Images In-the-Wild"
📄 Paper: arXiv💻 Code: GitHub - LSD-TFFormer
Overview
We introduce LSD, the largest in-the-wild Single-Shot Low-Light Image Enhancement (SLLIE) dataset to date.
Dataset Structure
This repository contains the following training data files:
patch_DLL_gtPatch.tar.gz… See the full description on the dataset page: https://huggingface.co/datasets/ARM4588/Lowlight-Smartphone-Dataset.wds_vtab-smallnorb_label_elevationsmall-publaynet-wds
Small PubLayNet (WebDataset)
This dataset consists in the first WebDataset shards of PubLayNet from http://storage.googleapis.com/nvdata-publaynet
It is mostly used to test the WebDataset integration within the Hugging Face ecosystem.
wds_vtab-smallnorb_label_azimuthsmall-publaynet-wds
Small PubLayNet (WebDataset)
This dataset consists in the first WebDataset shards of PubLayNet from http://storage.googleapis.com/nvdata-publaynet
It is mostly used to test the WebDataset integration within the Hugging Face ecosystem.
wds_smallnorb_label_elevationwds_smallnorb_label_azimuthalfred-small-imgsmart-insertion-v-dataset
smart-insertion-v-dataset
Index files
Each folder has one index file. Every path inside an index is relative to the folder
that contains that index.
video1/info.json
video1/part1/info.json
video1/part2/info.json
video1/part3/info.json
video1/part4/info.json
video2/info.json
image/info.json
video1/info.json covers all four parts together, so its paths begin with part1/ … part4/.
Download
# everything
hf download Massyzs/smart-insertion-v-dataset… See the full description on the dataset page: https://huggingface.co/datasets/Massyzs/smart-insertion-v-dataset.2026_2_5_smalldata