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README.md

图像处理与手势识别系统

项目简介

本项目旨在通过计算机视觉技术实现图像的实时处理与简单手势识别包括阴影调整、锐化、褪色、对比度增强以及手部姿势识别。系统采用Python编程语言结合OpenCV、Tkinter和ttkbootstrap等库提供一个直观的图形用户界面。

主要功能

  1. 图像调整:用户可通过滑动条实时调整图像的阴影、锐化、褪色和对比度。
  2. 手势识别系统能识别基本的手势如拳头0、张开的手5等。

技术栈

  • Python 3.x
  • OpenCV
  • Tkinter
  • ttkbootstrap (用于美化界面)

安装与运行

  1. 环境准备确保已安装Python 3.x以及所需库。

    pip install opencv-python-headless
    pip install tkinter
    pip install ttkbootstrap
    
  2. 运行项目:在项目目录下运行主文件。

    python main.py