https://github.com/Ai-trainee/Traffic-Sign-Recognition-PyQt5-YOLOv5-GUI

This YOLOv5🚀😊 GUI road sign system uses MySQL💽, PyQt5🎨, PyTorch, CSS🌈. It has modules for login🔑, YOLOv5 setup📋, sign recognition🔍, database💾, and image processing🖼️. It supports diverse inputs, model switching, and enhancements like mosaic and mixup📈.
https://github.com/Ai-trainee/Traffic-Sign-Recognition-PyQt5-YOLOv5-GUI

css mysql-database pyqt5 pytorch tensorrt-engine yolov5 yolov5-gui

Last synced: 4 days ago
JSON representation

This YOLOv5🚀😊 GUI road sign system uses MySQL💽, PyQt5🎨, PyTorch, CSS🌈. It has modules for login🔑, YOLOv5 setup📋, sign recognition🔍, database💾, and image processing🖼️. It supports diverse inputs, model switching, and enhancements like mosaic and mixup📈.

• Host: GitHub
• URL: https://github.com/Ai-trainee/Traffic-Sign-Recognition-PyQt5-YOLOv5-GUI
• Owner: Ai-trainee
• License: gpl-3.0
• Created: 2023-04-13T10:23:48.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-21T08:03:20.000Z (6 months ago)
• Last Synced: 2024-11-05T06:51:45.612Z (9 days ago)
• Topics: css, mysql-database, pyqt5, pytorch, tensorrt-engine, yolov5, yolov5-gui
• Language: Python
• Homepage: https://ai-trainee.github.io/Traffic-Sign-Recognition-PyQt5-YOLOv5-GUI/
• Size: 107 MB
• Stars: 176
• Watchers: 2
• Forks: 32
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-yolo-object-detection - Ai-trainee/Traffic-Sign-Recognition-PyQt5-YOLOv5-GUI - trainee/Traffic-Sign-Recognition-PyQt5-YOLOv5-GUI?style=social"/> : Road Sign Recognition Project Based on YOLOv5. This is a road sign recognition project based on YOLOv5, developed with a PyQt5 interface, YOLOv5 trained model, and MySQL database. 这是一个基于YOLOv5🚀的道路标志识别系统😊，使用了MySQL数据库💽，PyQt5进行界面设计🎨，PyTorch深度学习框架和TensorRT进行加速⚡，同时包含了CSS样式🌈。系统由五个主要模块组成：系统登录模块🔑负责用户登陆；初始化参数模块📋提供YOLOv5模型的初始化参数设置；标志识别模块🔍是系统的核心，负责对道路标志进行识别并将结果导入数据库；数据库模块💾包含基本数据库操作和数据分析两个子模块；图像处理模块🖼️负责单个图像的处理和数据增强。整个系统支持多种数据输入和模型切换，提供了包括mossic和mixup在内的图像增强方法📈。 (Applications)