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is there anyone who implements yolo on webrtc?

Open ChrisDongWooKim opened this issue 5 years ago • 3 comments

Hello.

Recently, I'm trying to implement Yolo on WebRTC streaming. So I have been looking for some articles to help it but I couldn't find anything. Actually, I want to do that as like cam_demo.py. cuz it's very smooth and shows streaming like almost real-time. to be honest, I already implement Yolo on WebRTC but I did different way. For example, I took a pics using raspi-camera and sent pics to web-server where has GPU for processing Yolo and after processing, sent pics to web-browser for showing streaming. but the thing is that it has very low FPS and only provide P2P single connection for streaming

So I want to know how to implement Yolo on WebRTC media server(I'd like to use janus media server). if you know how, plz let me know.

Thanks in advance.

ChrisDongWooKim avatar Apr 01 '19 08:04 ChrisDongWooKim

@ChrisDongWooKim recommend this repository. It has a webcam option in detect.py, and it also has a realtime YOLOv3 iPhone app that runs at up to 15 FPS on iPhone XS, or 25 FPS on iPad Pros: https://github.com/ultralytics/yolov3



fourth-archive avatar Apr 01 '19 10:04 fourth-archive

@fourth-archive thxs to reply. Actually, I'm looking for how to implement yolo on WebRTC media server. it is a little bit different what you posted. But I'm gonna look into it when I have to develop an apps :D

ChrisDongWooKim avatar Apr 02 '19 01:04 ChrisDongWooKim

I found this tutorial webRTC with tensorflow. Hope it help. Basically you just have to find the way to grab video feed from WebRTC stream pipeline link: https://webrtchacks.com/webrtc-cv-tensorflow/

SHikumo avatar Dec 14 '19 06:12 SHikumo