https://github.com/icetd/RkYoloRtspServer
simple yolov5 rtspserver for rk3588
https://github.com/icetd/RkYoloRtspServer
Last synced: about 1 month ago
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simple yolov5 rtspserver for rk3588
- Host: GitHub
- URL: https://github.com/icetd/RkYoloRtspServer
- Owner: icetd
- License: gpl-3.0
- Created: 2024-05-28T16:30:09.000Z (11 months ago)
- Default Branch: master
- Last Pushed: 2024-05-28T16:54:22.000Z (11 months ago)
- Last Synced: 2024-05-29T07:59:23.163Z (11 months ago)
- Language: C++
- Size: 11.3 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-yolo-object-detection - icetd/RkYoloRtspServer
README
# RkYoloRtspServer
simple yolov5 rtspserver for rk3588## test env
- rk3588s
- ubuntu 20.04
- USB camera## build && run
```
./scripts/build_mpp.sh
mkdir build && cd build
cmake ..
make -j4
sudo ./RkYoloRtspServer
```## config
config with file configs/config.ini
```
[rknn]
model_path = model/yolov5.rknn
rknn_thread = 3 # max 6, too big and useless;[log]
level = NOTICE[video]
width = 640
height = 480
fps = 30
fix_qp = 23
device = /dev/video0[server]
rtsp_port = 8554
stream_name = unicast
max_buf_size = 200000
max_packet_size = 1500
http_enable = false
http_port = 8000
bitrate = 1440
```## function
- support yuy2 format usb camera.
- support hardware h264 encode.
- yolov5 target detection
- multiple npu## resource utilization
- yolov5s```
1 -- NPU load: Core0: 38%, Core1: 0%, Core2: 0%,
2 -- NPU load: Core0: 25%, Core1: 26%, Core2: 0%,
3 -- NPU load: Core0: 16%, Core1: 17%, Core2: 17%,
4 -- NPU load: Core0: 23%, Core1: 13%, Core2: 13%,
5 -- NPU load: Core0: 20%, Core1: 20%, Core2: 10%,
6 -- NPU load: Core0: 16%, Core1: 17%, Core2: 17%,
```- yolov5m
```
1 -- NPU load: Core0: 75%, Core1: 0%, Core2: 0%,
2 -- NPU load: Core0: 69%, Core1: 74%, Core2: 0%,
3 -- NPU load: Core0: 49%, Core1: 49%, Core2: 49%,
4 -- NPU load: Core0: 71%, Core1: 38%, Core2: 39%,
5 -- NPU load: Core0: 59%, Core1: 60%, Core2: 30%,
6 -- NPU load: Core0: 49%, Core1: 50%, Core2: 49%,
```- free
- 3 thread
- 6 thread
## demo
- yolov5s
- yolov5m
## tags Notes
```
v1.0.0 -- single npu && corresponds to rktoolkit 1.5.0 or below
v1.1.0 -- multiple npu && corresponds to rktoolkit 1.5.0 or below
v2.0.0 -- multiple npu && corresponds to rktoolkit 1.5.2 or up
```