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Learn-opencv

基于 Python-OpenCV 的学习资源库,包含Jupyter Notebook基础教程和实战项目代码,帮助你快速掌握 OpenCV 知识并应用于实际项目。

概念

“Learn-opencv”项目是一基于python-opencv的开源学习资料库,旨在帮助你掌握opencv基础用法并应用于项目中。项目包含了丰富的实战项目代码,覆盖了图像处理,视频处理,目标检测,深度学习等各方面。

安装与运行

系统要求: Python 3.x 及以上版本

依赖库: OpenCV, numpy, matplotlib,Ultralytics等

安装步骤:

  1. 克隆项目仓库: git clone [项目地址]
  2. 安装依赖库: pip install -r requirements.txt

运行 Jupyter Notebook:

  • 启动 Jupyter Notebook: jupyter notebook
  • 在浏览器中打开相应 Jupyter Notebook 文件。

使用说明

  • Jupyter Notebook 教程: 每个 Notebook 文件包含代码和注释,建议逐行运行代码并阅读注释以理解其功能。
  • 实战项目代码: 每个项目文件夹包含完整的代码和运行说明,可以直接运行或根据需求进行修改。

项目描述

  • 识别信用卡号码 credit-card-template-matching

credit_result

  • 扫描图片 scan-paper

    yolovideo
  • 相机图像处理 camera

  • 动态目标检测 motion-detection

    motion-detection
  • yolov8目标检测项目 yolov8-project

    • 用摄像头运行yolov8模型 camera.py

    • 将yolov8模型应用于视频中 video.py

      yolovideo

贡献与合作

欢迎对项目进行贡献,例如提交新的教程、修复代码错误、改进项目文档等。 可以在 GitHub 上提交 Issues 或 Pull Request。

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