Object Detection NCNN (YOLOV8)

Check if the camera is working?

$ gst-launch-1.0 v4l2src device=/dev/video0 ! video/x-raw, width=640, height=480, framerate=30/1 ! videoconvert ! videoscale ! clockoverlay time-format="%D %H:%M:%S" ! autovideosink

Build test app

$ ls /dev/tty* # check device arduino (ttyACM0, ttyAMA0)
$ cd yolo
$ mkdir build
$ cd build/
$ cmake ../
$ make -j4
$ sudo ./tests/yolov8

Capture images to trainning

$ cd capture
$ python3 capture_imgs.py

Press 'S' to save images.

Create service

$ cd ~
$ sudo nano run_yolo.sh

#!/bin/bash

echo "Run Object Detection Yolov8"
cd /home/pi/yolo/build
sudo ./tests/yolov8

$ sudo /home/pi/run_yolo.sh

SSH

$ ping raspberrypi.local
$ ssh [email protected] # alternative by ip ssh [email protected].*.* pass: 1
$ ifconfig # check ip