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dataset_card.yaml
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pretty_name: UNICE Dataset
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tags:
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- image-enhancement
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- multi-exposure
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- low-light
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- exposure-correction
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- computer-vision
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- pseudo-ground-truth
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- contrast-enhancement
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license: cc-by-nc-4.0
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task_categories:
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- image-enhancement
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language:
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- en
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dataset_info:
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features:
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- name: input_image
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dtype: image
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- name: pseudo_gt
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dtype: image
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splits:
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- name: train
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num_bytes: ~
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num_examples: ~
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size_in_bytes: ~
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dataset_type: image
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annotations_creators:
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- machine-generated
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source_datasets:
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- original
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pretty_name: UNICE Multi-Exposure Dataset
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description: >
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The UNICE dataset is a large-scale dataset for universal image contrast enhancement.
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It contains multi-exposure sequences (MES) rendered from HDR raw images and their corresponding
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pseudo ground truths generated via multi-exposure fusion (MEF). The dataset supports training
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models for low-light enhancement, exposure correction, backlit enhancement, and LDR-to-HDR transformation.
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