YOLOv5-RK3588-Python

Modify Code From rknn-toolkit2

Getting Started

You can change source cam, resolution from capture in config.py

Prerequisites

1. must compile opencv support gstreamer
2. opencv
3. gstreamer
4. rknnlite2 from rknn-toolkit2
5. usb webcam

Running the program

python inference_npu.py

This branch (singlethread)

1. Improve performance by transfer detect box to original stream
2. remove redundancy postprocess
3. add default support cv2.capture (cam2)
4. add file mp4 support (need gstreamer)

Example on Youtube

https://www.youtube.com/watch?v=eD6L55MkDoo

YOLOv5 vs YOLOv8

https://www.youtube.com/watch?v=ROTseFoK89o