在树莓派4B上使用YOLO V3 TINY进行实时对象检测

Posted 2021-08-27 XXX_UUU_XXX

• sudo pip install --upgrade git+https://github.com/Maratyszcza/PeachPy
• sudo pip install --upgrade git+https://github.com/Maratyszcza/confu
• sudo apt-get install re2c

mkdir detection

ninja

• cd /home/pi/detection
• git clone https://github.com/ninja-build/ninja.git
• cd ninja
• git checkout release
• ./configure.py --bootstrap
• export NINJA_PATH=$PWD

NNPACK

• cd /home/pi/detection
• git clone https://github.com/shizukachan/NNPACK
• cd NNPACK
• confu setup
• python ./configure.py --backend auto
• mkdir build
• cd build
• cmake -G "Unix Makefiles" ..
• make
• cd ..
• sudo cp -a lib/* /usr/lib/
• sudo cp include/nnpack.h /usr/include/
• sudo cp deps/pthreadpool/include/pthreadpool.h /usr/include/

DARKNET-NNPACK

• cd /home/pi/detection
• git clone https://github.com/digitalbrain79/darknet-nnpack.git
• cd darknet-nnpack
• git checkout yolov3
• make

sudo python rpi_video.py

sudo python rpi_record.py