👀 run-cv-model-in-rp5 Overview 3/3

Run computer vision model in Rasberry Pi 5 AI HAT

🔎 Preparation

Open your rasberry pi and follow these steps:

1. sudo raspi-config
2. Advanced Options → PCIe Speed → Yes / Enable
3. Interface Options → I2C → Yes / Enable

For connect the rasberry pi remotely: 1. Interface Options → SSH → Yes / Enable 2. Interface Options → RPI Connect|VNC → Yes / Enable

/home/$USER/Desktop/yolo_hailo/yolov11n.hef
Write each object class[rock,paper,scissors] on a new line in your that file:'/home/$USER/Desktop/yolo_hailo/labels.txt'

📦 Setup

1. cd /home/$USER/Desktop/yolo_hailo
2. sudo apt update
3. sudo apt install -y python3-pip python3-libcamera python3-kms++ python3-prctl libatlas-base-dev
4. git clone -b next https://github.com/raspberrypi/picamera2.git
5. cd picamera2
6. pip install -e . --break-system-packages
7. cd picamera2/examples/hailo
8. python detect.py --model /home/$USER/Desktop/yolo_hailo/yolov11n.hef --labels /home/$USER/Desktop/yolo_hailo/labels.txt