Pool Drowning Detection using Deepstream 5.0 on Jetson Nano with YOLO v4 tiny model

• Model compined from yolo to tensorrt compatible version
• Pipeline created for inference with the following components

pipeline.add(source)
pipeline.add(h264parser)
pipeline.add(decoder)

pipeline.add(streammux

pipeline.add(pgie)

pipeline.add(nvvidconv)

pipeline.add(nvosd)

pipeline.add(sink)

• Output added to a sink (the monitor/display) in this case

To run

• Clone the directory
• Copy the test_1.h264 file into the same directory
• Run the command python3 detect_pipeline.py test_1.h264