could this project be used for real-time fire detection with a camera？

[YoungTimmy]

first thanks for the contribution. I run this project on my computer and it works well.
But as the original video is 102s long, it takes nearly 10 minites to create a tested-video, processing 1267 frames.
So I wonder whether it can be used for real-time fire detection with a camera, and if yes how to make it?

looking forward to your reply,
thank you.

[OlafenwaMoses]

@YoungTimmy You can use it in real time if you run it on a machine with NVIDIA GPUs