IEEE

Vehicle Detection, Counting and Classification Using YOLOv8 Deep Learning Model and OpenCV for Urban Traffic Management System

Abstract: In this paper YOLOv8 deep learning model is proposed for vehicle detection, classification, and counting for urban traffic surveillance applications on custom dataset. The model was trained ...
IEEE

Bridging Physical and Virtual World Using New Digital Twin Approach for 6G UAV Performance

Abstract: As 6G networks continue to advance, they cater to various new key use cases, Unmanned Aerial Vehicle (UAV) communications being one of them. However, integrating UAV systems into these ...
CNX Software

OpenCV 5 release – New DNN engine with enhanced ONNX and LLM/VLM support, Intel, Arm, and RISC-V hardware optimizations

OpenCV 5 open-source computer vision library has recently been released with a brand-new DNN (Deep Neural Network) engine that provides better ONNX coverage and enables LLM/VLM support. The fifth ...