UAV Images of Road Vehicles

This annotated dataset contains five different types of vehicles: cars, taxis, trucks, buses, and motorcycles taken from Unmanned Aerial Vehicles (UAVs), which we commonly know as drones. Mavic Air 2 Drone was used to take all the pictures in the Iraqi cities of Sulaimaniyah and Erbil. Version 1 with Data Augmentation techniques applied (Brightness, Hue, and Noise) Version 2 without any Data Augmentation techniques applied.

搜集汇总

背景与挑战

背景概述

该数据集是由无人机拍摄的伊拉克城市道路车辆图像集，包含五种车辆类型（汽车/出租车/卡车/巴士/摩托车），提供原始数据与增强数据两个版本，总规模2.3GB。适用于车辆检测与分类的计算机视觉研究。