A professional web application for real-time ASL hand gesture recognition using MediaPipe, scikit-learn, and Flask. Problem: CLAHE contrast enhancement was applied at inference (app.py) but NOT during ...
A real-time computer vision project that transforms hand movements into interactive fire particle effects. PyroTouch uses MediaPipe Hand Landmarker to detect hands and track fingertips, while OpenCV ...
1. 为什么拿摄像头来代替鼠标：场景拆解与整体设计 做这系列机器视觉案例的时候，我一直在琢磨一件矛盾的事：很多视觉Demo看着炫酷，但要么是纯离线识别，要么做完就吃灰。于是第五个案例我定了个目标——必须能真的用起来。最后做出来的东西，就是标题里说的远程手势控制虚拟计算器。
gesture_interaction-rn_all/ ├── show_prepare/ # 手势准备阶段：校准、背景建模、ROI初始化 ├── communication/ # 跨进程通信中枢：send.py发指令，receive.py收反馈 ├── dataset_process/ # 数据流水线：视频切分、帧提取、标签生成、训练集划分 ├── gesture_recognition/ # ...
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