Dataset · Hugging Face

zzaiyan/MDVD-108K

Name: MDVD-108K
Creator: zzaiyan
Keywords: task_categories:image-to-image, task_categories:object-detection, source_datasets:extended, size_categories:100K<n<1M, format:parquet, modality:image, modality:text, modality:geospatial, library:datasets, library:dask, library:polars, library:mlcroissant, region:us, image, remote-sensing

MDVD-108K MDVD-108K is a VisDrone-based benchmark for all-in-one UAV image restoration and detection robustness. It contains 108,000 paired synthetic samples across 12 single and compound degradations, plus 500 real degraded images. The release uses capacity-bounded Parquet shards. It avoids hundreds of thousands of repository files while supporting the Hugging Face Dataset Viewer, streaming, filtering, and selective downloads. Original JPEG bytes and VisDrone annotations are… See the full description on the dataset page: https://huggingface.co/datasets/zzaiyan/MDVD-108K.

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Author / organization	zzaiyan
Downloads	582 (as reported by Hugging Face)
Likes	2
Created	31 July 2026
Last updated at source	13 August 2026

imageremote-sensingimage-restorationall-in-one-image-restorationuavsynthetic-degradationcompound-degradation

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