This project implements a YOLOv3-based object detection system. YOLOv3 (You Only Look Once, Version 3) is a powerful, real-time object detection algorithm capable of ...
Download the YOLOv3 weights and configuration files from the official YOLO website and place them in the project directory. Download the coco.names file from the official YOLO repository and place it ...
Abstract: Aiming to improve the efficiency, security, and reliability of the LDAR program, the following Python programmed platform was designed and implemented. This program uses a modular design, ...
Abstract: This work addresses the significant issue of safety helmet recognition in industrial settings using deep learning models, with a focus on YOLOv3 architecture. Since it takes a lot of ...
Related topics Image classification Image segmentation What we want name bounding box or mask ability to improve performance with new training data (fine tuning) IOU evaluation criterion First ...
ABSTRACT: For some important object recognition applications such as intelligent robots and unmanned driving, images are collected on a consecutive basis and associated among themselves, besides, the ...
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