CompCars

The Comprehensive Cars (CompCars) dataset contains data from two scenarios, including images from web-nature and surveillance-nature. The web-nature data contains 163 car makes with 1,716 car models. There are a total of 136,726 images capturing the entire cars and 27,618 images capturing the car parts. The full car images are labeled with bounding boxes and viewpoints. Each car model is labeled with five attributes, including maximum speed, displacement, number of doors, number of seats, and type of car. The surveillance-nature data contains 50,000 car images captured in the front view. Please refer to our paper for the details.

综合车辆（Comprehensive Cars, CompCars）数据集包含两类场景下的数据，分别为网络采集类图像与监控采集类图像。网络采集类数据涵盖163个汽车品牌、1716款车型，总计包含136726张完整车辆图像与27618张车辆局部部件图像。完整车辆图像均标注有边界框与拍摄视角，每款车型还标注有五项属性，分别为最高时速、排气量、车门数、座位数以及车辆类型。监控采集类数据则包含50000张正面拍摄的车辆图像。详细信息请参阅我们的研究论文。

搜集汇总

背景与挑战

背景概述

CompCars数据集包含来自网络和监控场景的汽车图像，涵盖163个汽车品牌和1,716个车型，总计136,726张整车图像和27,618张汽车部件图像。数据集标注包括边界框、视角以及车型的五个属性（如最大速度、排量等）。