Video Surveillance with YOLO+llava
github.com
Video Surveillance with YOLO+llava
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Re: Video Surveillance with YOLO+llava
#2All I see, usually, is some AI YOLO algorithm applied to an offline video.
This is the first time that I've seen a "complete" setup. Any info to learn more on applying YOLO and similar models to real time streams (whatever the format)?
Re: Video Surveillance with YOLO+llava
#3All I see, usually, is some AI YOLO algorithm applied to an offline video. This is the first time that I've seen a "complete" setup. Any info to learn more on applying YOLO and similar models to real time streams (whatever the format)?
This repository seems to be exactly what you are asking for. It's YOLO analysis of video frames passed in through Real Time Streaming Protocol.
Re: Video Surveillance with YOLO+llava
#4Can you specify ideal hardware (camera, computer) to deploy the solution? Thanks
Re: Video Surveillance with YOLO+llava
#5All I see, usually, is some AI YOLO algorithm applied to an offline video. This is the first time that I've seen a "complete" setup. Any info to learn more on applying YOLO and similar models to real time streams (whatever the format)?
Just stream it one frame at a time to the model and eat the latency: https://www.youtube.com/watch?v=IHbJcOex6dk if you need more hand holding.
There's a reason why there's a whole family of models from tiny to huge.
Re: Video Surveillance with YOLO+llava
#6Can you specify ideal hardware (camera, computer) to deploy the solution? Thanks
Default yolo models are stuck at 640x640, so literally any camera that is at least capable of that resolution. Llava I believe is about the same. You'd need ubuntu and something that can run a llava model in vaguely real time, so a 4090/4080.
Re: Video Surveillance with YOLO+llava
#7Can you specify ideal hardware (camera, computer) to deploy the solution? Thanks
You'll want to find an IP Camera that supports the RTSP protocol, which is most of them.
If your budget supports commercial style or commercial grade cameras, looking at Dahua or Hikvision manufactured cameras would be a good starting point to get an idea of specs, features, and cost.
Re: Video Surveillance with YOLO+llava
#8Can you specify ideal hardware (camera, computer) to deploy the solution? Thanks
You'll want to find an IP Camera that supports the RTSP protocol, which is most of them. If your budget supports commercial style or commercial grade cameras, looking at Dahua or Hikvision manufactured cameras would be a good starting point to get an idea of specs, features, and cost.
Maybe don’t buy surveillance hardware from those brands
Re: Video Surveillance with YOLO+llava
#9Earlier quoted context omitted.
You'll want to find an IP Camera that supports the RTSP protocol, which is most of them. If your budget supports commercial style or commercial grade cameras, looking at Dahua or Hikvision manufactured cameras would be a good starting point to get an idea of specs, features, and cost.
Maybe don’t buy surveillance hardware from those brands
Could you elaborate? What’s up with those brands?
Re: Video Surveillance with YOLO+llava
#10Earlier quoted context omitted.
You'll want to find an IP Camera that supports the RTSP protocol, which is most of them. If your budget supports commercial style or commercial grade cameras, looking at Dahua or Hikvision manufactured cameras would be a good starting point to get an idea of specs, features, and cost.
Maybe don’t buy surveillance hardware from those brands
You're going to have to explain the reasoning here