YOLO v2&v3 with RTMP enabled

You only look once (YOLO) is a state-of-the-art, real-time object detection system.

This repository is forked from https://github.com/AlexeyAB/darknet

AlexeyAB version enable Window support and some options that I don't need to do again.

This repository extend YOLO to running on RTMP streaming.

Why I create this

At first move I would like to make my device having YOLO ability, so I plan to do this streaming in/out to get YOLO result.

However the streaming delay is too high to accept( more than 10 seconds).

Now it is another YOLO with RTMP input and output result.

Build Requirements

• requirement to build Darknet
• OpenCV enabled
• cuDNN enabled
• GPU enabled

How to use

Example of usage in console

• darknet detector demo cfg/coco.data cfg/yolov3.cfg yolov3.weights -dont_show -rtmp_fps 15 -rtmp_bps 2000000 rtmp://YOUR.RTMP/SOURCE

• darknet rtmp ouput url is fixed in src/demo.c. modify "output_url" manually before build the code.

DEMO Environment

1. RTMP server : https://github.com/arut/nginx-rtmp-module
2. RTMP client : VLC
3. RTMP source : OBS
   • output resolution : 852x480
   • FPS: 15

OBS send streaming to RTMP server, server will call darknet(YOLO) to process. darknet(YOLO) will render to another rtmp streaming. VLC open the streaming.