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Well - if you are in the lucky situation that you have a nvidiea gpu avaible you could compile opencv dnn module with cuda support. Or you could use yolo directly(this repo https://github.com/AlexeyAB/darknet has .dll / .so avaible - so you can include it in your app)

If not - well -you could try convert the yolo model and run it on special hardware like nvidea jetson / google coral / intel movideos.

Well - if you are in the lucky situation that you have a nvidiea gpu avaible you could compile opencv dnn module with cuda support. Or you could use yolo directly(this repo https://github.com/AlexeyAB/darknet has .dll / .so avaible - so you can include it in your app)app.

If not Or you could have a strong machine in the network and your client communicates to the server - well -you which does the heavy lifting for the client)

Or you could try convert the yolo model and run it on special hardware like nvidea jetson / google coral / intel movideos.