D566_Vehicle_Damage_Images_Collection_Data

46,498张车辆定损图像采集数据多样性包括多种车型、多种室外场景、多种车损类型、多种采集角度、不同拍摄距离、不同分辨率。车损类型涵盖磕碰、划伤、掉漆等多种车损。车损位置包括车辆的前引擎盖、左右大灯、车门、车身、车箱等。46,498张车辆定损图像采集数据可用于车辆自动定损等任务。This dataset comprises 46,498 vehicle damage assessment images, with diversified coverage spanning various vehicle models, multiple outdoor scenes, diverse vehicle damage categories, different acquisition angles, varying shooting distances, and distinct resolutions. The included vehicle damage categories cover bumps and dents, scratches, paint peeling, and other common types. The damage locations involve the front hood, left and right headlights, vehicle doors, vehicle body, cargo boxes, and other relevant areas of the vehicle. This dataset can be utilized for tasks such as automated vehicle damage assessment.

搜集汇总

背景与挑战

背景概述

该数据集包含46,498张车辆定损图像，每张图像仅包含一辆损坏车辆，覆盖多种车型、室外场景和车损类型（如磕碰、划伤、掉漆），采集于中国白天晴天环境，使用手机设备，图像格式为.jpg或.png，并附带metadata标注信息，准确率不低于97%，适用于车辆自动定损等AI任务。