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AODRaw dataset provides 7,785 high‑resolution real RAW images, containing 135,601 annotated instances across 62 categories, capturing indoor and outdoor scenes under nine different lighting and weather conditions. The dataset supports RAW and sRGB object detection and offers a comprehensive benchmark for evaluating current detection methods.