Night Road Traffic Police Inspection Scene Image Dataset

The current traffic industry faces many challenges in night enforcement and safety checks, especially in low-light conditions where traditional monitoring methods often fail to effectively capture violations. Existing datasets are mostly focused on daytime scenes, leading to a scarcity of nighttime data, which cannot meet actual application needs. This dataset aims to address the target detection issue under the night road traffic police inspection scene by providing high-quality night image data to help improve enforcement efficiency. Data collection is carried out using professional monitoring equipment in real road environments to ensure the reproduction of real scenes. To ensure data quality, we implemented multiple rounds of annotation and consistency checks, with all annotations reviewed by experienced experts. The data is stored in JPG format and organized into a folder structure for easy access and management.