遇见数据集

Traffic Detection Model

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Zenodo2026-04-21 更新2026-05-26 收录
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资源简介:

"This paper contributes to literature by presenting an annotated multi-class dataset of more than 3,200 images covering specific Indian vehicle categories (auto-rickshaws, e-rickshaws, tempos), a physics-based synthetic degradation model for fog, rain, and low-light conditions, and a multi-stage perceptual enhancement pipeline combining Retinex decomposition with guided bilateral filtering — demonstrating significant improvement in YOLOv8-based vehicle detection accuracy for Indian road environments underrepresented in global benchmark datasets."

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Zenodo
创建时间:
2026-04-21
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