车载摄像头成像质量检测数据集

本数据集收集了不同品牌、型号的车载摄像头在多种实际驾驶场景下拍摄的图像和视频数据。数据集涵盖了城市道路、高速公路、乡村道路等不同路况，以及晴天、雨天、阴天、夜晚等多种天气和光照条件。数据集包含了摄像头原始拍摄数据以及经过专业评估人员标注的成像质量相关信息，如清晰度、色彩还原度、对比度、噪声水平、几何畸变程度等。同时，还记录了摄像头的安装位置（前视、后视、环视等）、拍摄时的车辆行驶状态（速度、加速度等）以及环境参数（温度、湿度、光照强度）等辅助信息。This dataset collects image and video data captured by in-vehicle cameras of diverse brands and models across a wide range of real-world driving scenarios. It covers various road conditions including urban roads, highways, and rural roads, alongside multiple weather and lighting conditions such as sunny, rainy, overcast, and nighttime scenarios. The dataset contains both the raw captured data from the cameras and imaging quality-related annotations made by professional evaluators, including metrics like clarity, color reproduction accuracy, contrast, noise level, and degree of geometric distortion. Additionally, auxiliary information is recorded, such as the installation positions of the cameras (e.g., front-view, rear-view, surround-view), the vehicle's driving states during shooting (including speed, acceleration, etc.), and environmental parameters including temperature, humidity, and light intensity.

搜集汇总

背景与挑战

背景概述

该数据集包含多种车载摄像头在不同驾驶场景下的图像和视频数据，附带成像质量标注和辅助信息，适用于摄像头性能评估、算法研发和自动驾驶系统集成等应用场景。