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YOLO Demo

This guide walks you through running the YOLO object detection demo.

Prerequisites​

  • Silight AI Camera SBC with camera (IMX678 or IMX334)
  • Ethernet connection to PC
  • PC with GStreamer installed

Network Setup​

PC Configuration​

# Linux
sudo ip addr add 10.0.0.2/24 dev eth0

Verify Connection​

ping 10.0.0.1

Running the Demo​

1. SSH to SBC​

ssh root@10.0.0.1

2. Setup Camera​

# For IMX678
/usr/bin/setup_imx678_sdr.sh

# For IMX334
/usr/bin/setup_imx334.sh

3. Start Receiver on PC​

gst-launch-1.0 -v udpsrc port=5000 address=0.0.0.0 \
  ! application/x-rtp,encoding-name=H264 \
  ! queue ! rtph264depay ! queue ! h264parse ! avdec_h264 \
  ! queue ! videoconvert \
  ! fpsdisplaysink video-sink=autovideosink text-overlay=false sync=false

4. Start Detection on SBC​

/home/root/apps/detection/detection.sh

Expected Output​

You should see live video with bounding boxes around detected objects.

Performance​

ResolutionFPS
1080p60+
4K30+

Troubleshooting​

  • No video: Check firewall settings
  • No detection: Verify camera setup
  • Low FPS: Reduce resolution

Next Steps​

  • WebUI - Browser-based control