VehicleID (PKU VehicleID)

“VehicleID”数据集包含白天由分布在中国一个小城市的多个现实世界监控摄像头捕获的汽车。整个数据集中有 26,267 辆汽车（共 221,763 张图像）。每个图像都附有与其在现实世界中的身份相对应的 id 标签。此外，该数据集包含手动标记的 10319 辆汽车（共 90196 张图像）的车型信息（即“MINI-cooper”、“Audi A6L”和“BWM 1 Series”）。

The "VehicleID" dataset consists of automobiles captured by multiple real-world surveillance cameras deployed in a small Chinese city during daytime. The entire dataset contains 26,267 vehicles with a total of 221,763 images. Each image is annotated with an ID label corresponding to its real-world identity. Additionally, the dataset includes vehicle model information (e.g., "MINI Cooper", "Audi A6L", and "BMW 1 Series") for 10,319 manually labeled vehicles, which correspond to a total of 90,196 images.

搜集汇总

背景与挑战

背景概述

VehicleID (PKU VehicleID) 是一个用于车辆重识别的大规模数据集，包含26,267辆汽车的221,763张图像，这些图像由多个现实世界监控摄像头在白天捕获，每张图像都标注了车辆身份标签。此外，数据集还提供了10,319辆汽车的90,196张图像的车型信息（如“MINI-cooper”），支持车辆身份和车型识别研究，具有真实场景下的多样性和实用性。