Design and Implementation of a Management System for Object Ranging and Recognition Based on Binocular Vision
A binocular stereo vision interactive management system is designed by using PyQt5 and Qt Designer related tech-nologies,including the design of login and main interface,and PyCharm IDE is used with Python programming language to realize the GUI visualization interface for object detection and ranging.The interface contains five main functions:image capture,camera calibration,parallax map display,depth map,3D point cloud,object detection,and ranging.The overall goal of the system testing is to verify the functionality and performance of the IMS,ensuring its reliability and effectiveness in image acquisition,camera calibra-tion,depth estimation,3D reconstruction,and object detection and ranging.