Controll smart home devices through gesture.
- Multi person
- Low lantency
- Long distance
Test on:
- Ubuntu 22.04 on Orange Pi
- Python 3.10.12
- RKNPU driver: v0.9.2
- librknnrt version: 2.0.0b0
pip install -r requirements.txt
set frequency of cpu and npu
sudo ./performance.sh
python demo.py
run
python app.py
quit
Ctrl + C
pause
curl -X POST https://localhost:5000/update_status -H "Content-Type: application/json" -d "{\"hasperson\": false}"resume
curl -X POST https://localhost:5000/update_status -H "Content-Type: application/json" -d "{\"hasperson\": true}"- Human Detection: ~50ms
- Head & Hand Detection: ~20ms
- Hand Pose: ~30ms