"Multimodal Safety Helmet Object Detection Dataset"
收藏DataCite Commons2026-03-13 更新2026-05-03 收录
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https://ieee-dataport.org/documents/multimodal-safety-helmet-object-detection-dataset
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资源简介:
"This dataset contains 3468 visible-infrared dual-modal images dedicated to safety helmet and worker detection in construction sites, encompassing typical scenarios like equipment operation, scaffold work, and low-visibility conditions (night\/indoor). Captured using Hikvision CS-C6c professional surveillance cameras, the data undergoes multi-type augmentation\u2014including geometric transformations (translation, rotation), pixel-level adjustments (brightness, noise addition), and mosaic stitching\u2014to enhance diversity. All images are standardized to 640\u00d7640 resolution and annotated with \"person\" and \"safety helmet\" targets via labelImg (XML format). The complementary spectral information (visible RGB + infrared thermal features) addresses the limitations of single-modal data in complex construction environments, serving as a reliable benchmark for training and validating lightweight dual-modal detection models in intelligent construction safety monitoring."
提供机构:
IEEE DataPort
创建时间:
2026-03-13



