Abstract: Abstract-This study offers a novel approach that combines Google Text-to-Speech (GTTS) with YOLOv5 (You Only Look One) object identification to improve accessibility for those with visual ...

Abstract: The project aims to implement real-time object detection for edge applications such as surveillance, transportation, and industrial monitoring, where both high-speed processing and low power ...

Underwater object detection has emerged as a pivotal field for marine exploration, environmental monitoring and underwater robotics. The unique challenges of aquatic environments—such as light ...

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A clean, modular, real-time object detection pipeline built on YOLOv5 + PyTorch + OpenCV. It shows FPS, counts detected objects per frame, renders boxes, and (optionally) saves the video. torch==2.7.1 ...

OpenCV is a set of libs written in C++ and the compiled into platform-native lib format: *.dll - for Windows, or *.dylib - for Linux / Mac OS. They can be accessed from Java via Java wrapper included ...