Dataset · Hugging Face

jdzhang0929/halo-flare-dataset

Name: halo-flare-dataset
Creator: jdzhang0929
License: cc-by-nc-sa-4.0
Keywords: task_categories:image-to-image, language:en, license:cc-by-nc-sa-4.0, size_categories:1K<n<10K, format:webdataset, modality:image, modality:text, library:datasets, library:webdataset, library:mlcroissant, arxiv:2511.14183, region:us, image-restoration, lens-flare-removal, soft-effects-removal

HALO Synthetic Lens-Flare Dataset ✨ HALO is a 3D-rendered synthetic lens-flare dataset companion to our CVPR 2026 paper, UniSER: A Foundation Model for Unified Soft Effects Removal. Each sample is a Blender-rendered 4K scene with a paired flare-free / flared / flare-only triplet — designed for training and benchmarking single-image lens-flare removal. 📦 Size: ~150 GB / 4945 samples / ~80 WebDataset shards 📄 Paper: arXiv 2511.14183 🐙 Code:… See the full description on the dataset page: https://huggingface.co/datasets/jdzhang0929/halo-flare-dataset.

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Author / organization	jdzhang0929
License (as declared)	cc-by-nc-sa-4.0
Downloads	294 (as reported by Hugging Face)
Likes	1
Created	13 June 2026
Last updated at source	13 June 2026

image-restorationlens-flare-removalsoft-effects-removalwebdatasetcomputer-visionsynthetic-data3d-rendered

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