基于30米高空无人机拍摄的人员识别和定位数据

用于海上光伏施工方现场安全管理，快速参看统计项目现场有多少人员，并确定人员所在经纬度本数据和算法仅针对海上光伏施工现场图像画面显示，不含个人数据、公共数据，无数据标识体现。本算法是在无人机拍摄的图片中，对人员识别和判断。使用人员识别算法找出可能的人员在图像中的位置，利用设置好的置信度筛选掉错识别的数据，同时结合无人机拍摄时的坐标和高度计算出相对位置。算法规则：人员所在经纬度=人员图像位置*高度*成像裁剪系数+经纬度坐标

This dataset is designed for on-site safety management of offshore photovoltaic construction contractors, supporting quick viewing and counting of the number of personnel at the project site, as well as determination of the longitude and latitude coordinates of each on-site personnel. This dataset and the corresponding algorithm are exclusively applicable to image frames captured at offshore photovoltaic construction sites, and contain neither personal data nor public data, with no data identifiers attached. The proposed algorithm conducts personnel detection and recognition on images taken by unmanned aerial vehicles (UAVs). It employs a personnel detection algorithm to locate potential personnel in the images, filters out misrecognized detections using preset confidence thresholds, and calculates their relative positions by combining the shooting coordinates and flight altitude of the UAV. Algorithm rule: Longitude and latitude coordinates of personnel = (Personnel's image position) * Altitude * Imaging cropping coefficient + Shooting longitude and latitude coordinates

搜集汇总

数据集介绍

特点

该数据集包含720条基于30米高空无人机拍摄的人员识别和定位数据，用于海上光伏施工现场安全管理，通过特定算法实现人员位置的精确定位。