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luck_pico_rtsp_retinaface

This project aims to test the use of RKNN for retinaface inference on luckfox-pico plus. It annotates the inference results on the video stream through On-Screen Display (OSD). It utilizes multithreading to handle RKNN inference and RTSP streaming, ensuring the frame rate of streaming while performing model inference.

Development Environment

• Luckfox-pico SDK

Compilation

export LUCKFOX_SDK_PATH=<Your Luckfox-pico Sdk Path>
mkdir build
cd build
cmake ..
make && make install

Execution

Upload the compiled luckfox_rtsp_retinaface_demo to luckfox-pico, navigate to the folder, and run:

./luckfox_rtsp_retinaface_osd

Note: Before running, please close the default system rkipc program by executing RkLunch-stop.sh. Currently, it only supports detecting a single face.