cleverhand

intro

2021年大学生服创比赛 信手拈来团队比赛项目 基于mediapipe的手势识别系统

Requirements

• mediapipe 0.8.1
• OpenCV 3.4.2 or Later
• Tensorflow 2.3.0 or Later
  tf-nightly 2.5.0.dev or later
• scikit-learn 0.23.2 or Later
• matplotlib 3.3.2 or Later

Demo

python app.py

Directory

│  app.py
│  keypoint_classification.ipynb
│  point_history_classification.ipynb
│  
├─model
│  ├─keypoint_classifier
│  │  │  keypoint.csv
│  │  │  keypoint_classifier.hdf5
│  │  │  keypoint_classifier.py
│  │  │  keypoint_classifier.tflite
│  │  └─ keypoint_classifier_label.csv
│  │          
│  └─point_history_classifier
│      │  point_history.csv
│      │  point_history_classifier.hdf5
│      │  point_history_classifier.py
│      │  point_history_classifier.tflite
│      └─ point_history_classifier_label.csv
│          
└─utils
    └─cvfpscalc.py

运行程序前 使用 pip install -r requirements.txt 命令安装所需的环境包后直接运行 cleveland.py