atsss/yolo_on_RPi

yolo_on_RPi

Development environment

• Raspberry Pi CM4
• Raspberry Pi OS - Bullseye/Bookworm
• Camera libraries
  • Picamera2
• IMX219
• boot/config.txt

Docs

• Yolo for Raspberry Pi

https://docs.ultralytics.com/guides/raspberry-pi/

How to run script

Install Necessary Packages

1. Update the Raspberry Pi

sudo apt-get update
sudo apt-get upgrade -y
sudo apt-get autoremove -y

2. Install the ultralytics Python package

pip3 install ultralytics

3. Reboot

sudo reboot

Initiate TCP Stream with Libcamera

1. Start the TCP stream

libcamera-vid -n -t 0 --width 1280 --height 960 --framerate 1 --inline --listen -o tcp://127.0.0.1:8888

Run script

1. Run test.py

python3 test.py