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README.md #3282
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| 无人车 | ||
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| # 无人驾驶汽车项目 | ||
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| ## 项目简介 | ||
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| 本项目是一个基于Python和PyCharm Community Edition开发的无人驾驶汽车仿真系统。通过计算机视觉、机器学习和传感器数据融合技术,实现车辆在模拟环境中的自主导航和避障功能。 | ||
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| ## 核心功能 | ||
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| **路径规划**: 基于A*算法和RRT算法的智能路径规划 | ||
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| **障碍物检测**: 使用YOLO和OpenCV进行实时目标检测与识别 | ||
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| **车辆控制**: PID控制器实现精确的转向和速度控制 | ||
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| **传感器模拟**: 模拟激光雷达、摄像头和超声波传感器数据 | ||
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| **3D可视化**: 基于PyGame的实时场景渲染 | ||
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| ## 技术栈 | ||
| **开发环境**: PyCharm Community Edition 2024+ | ||
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| **核心语言**: Python 3.8+ | ||
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| **计算机视觉**: OpenCV, PIL, NumPy | ||
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| **机器学习**: TensorFlow, scikit-learn | ||
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| **3D图形**: PyGame, Pyglet | ||
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| **数据处理**: Pandas, Matplotlib | ||
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| ## 快速开始 | ||
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| 1. 克隆项目到PyCharm | ||
| 2. 安装依赖: `pip install -r requirements.txt` | ||
| 3. 运行主程序: `python main.py` |
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.idea文件夹需要删除