RK ALL ADV MEDIA FRAME

Preface

Effectiveness & Optimization

Single-process performance analysis:

evaluation parameter	First Version	Second Version
CPU	110%	39%
Mem	5.6%	2.0%
FPS	15-20	30
Delay	≥360ms	≤300ms

RK3588/RK3576

• Support for IP cameras, MIPI cameras, and local video input.
• Support decoding, inference and playback of streaming media data.
• Support display of playback frame rate and inference time.
• Support configuration file parsing.

 

App User Manual

The Demo supports multiple video source inputs and inference.:

adv_rknn_yolov5

cd /tools/test/adv/npu2/adv_rknn_yolov5/
# Local video playback,demo supports input of mp4 videos encoded with h264; it also supports input of h264 and h265 videos.
./adv_yolov5_demo model/rk3588/yolov5s-640-640.rknn /usr/local/test.mp4 264
ffmpeg -i test.mp4 -vcodec h264 test.h264
./adv_yolov5_demo model/rk3588/yolov5s-640-640.rknn /usr/local/test.h264 264
ffmpeg -i test.mp4 -vcodec h265 test.h265
./adv_yolov5_demo model/rk3588/yolov5s-640-640.rknn /usr/local/test.h265 265
# Camera Preview. The camera input source is based on the Linux v4l2 architecture and the device node is confirmed.
./adv_yolov5_demo model/rk3588/yolov5s-640-640.rknn /dev/video41 264
# IP Camera Preview, Instruction example is given using Dahua IP cameras as an example.
./adv_yolov5_demo model/rk3588/yolov5s-640-640.rknn "rtsp://admin:Advantech@192.168.1.108:554/cam/realmonitor?channel=1&subtype=0" 264
# Configuration file input
./adv_yolov5_demo model/rk3588/yolov5s-640-640.rknn /usr/local/test.mp4 264 model/win_1080P_1.conf
# 1080P monitor - Four-channel playback（Two cameras, two local videos）
./run_1920x1080.sh