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jdzhang0929/uniser-haze-dataset

UniSER Synthetic Haze Dataset ๐ŸŒซ๏ธ Synthetic haze dataset released with our CVPR 2026 paper, UniSER: A Foundation Model for Unified Soft Effects Removal. The dataset bundles ~80k unique clean images with ~2 million physically-motivated haze / fog / smoke renderings โ€” covering homogeneous, non-homogeneous, indoor, outdoor, daytime, and dense atmospheric conditions โ€” for training and benchmarking single-image dehazing. ๐Ÿ“ฆ Size: ~2.5 TB across 1,327 WebDataset shards ๐Ÿ“„ Paper:โ€ฆ See the full description on the dataset page: https://huggingface.co/datasets/jdzhang0929/uniser-haze-dataset.

Author / organizationjdzhang0929
License (as declared)cc-by-nc-sa-4.0
Downloads328 (as reported by Hugging Face)
Likes1
Created26 May 2026
Last updated at source27 May 2026
image-restorationdehazinghaze-removalsoft-effects-removalwebdatasetcomputer-visioncvpr2026
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  • 16 Oct 2026 Description: UniSER Synthetic Haze Dataset ๐ŸŒซ๏ธ Synthetic haze dataset released with our CVPR 2026 paper, UniSER: A Foundation Model for Unified Soft Effects Removal. The dataset bundles ~80k unique clean images with ~2 million physically-motivated haze โ†’ UniSER Synthetic Haze Dataset ๐ŸŒซ๏ธ Synthetic haze dataset released with our CVPR 2026 paper, UniSER: A Foundation Model for Unified Soft Effects Removal. The dataset bundles ~80k unique clean images with ~2 million physically-motivated haze

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