how long it takes to output the result?

[xtsxisaxns]

I follow the guide and successfully run the code on my computer with a GTX 1060 GPU.I use the test image under test file.It takes about 5 minutes(maybe most of the time is used for loading model weights ).I saw the yolo demo on youtube.It's real-time.What's the difference?How can i achieve the real-time demo result with my computer ? Or is it impossibe with tensorflow?

[jamescfli]

I had ~2 secs with GTX 1080. That was not real time either.

[aeon0]

For the face detection I have like 400ms. So about 2fps. In the paper they claim 40 fps and better. I really wonder what machine they used... EDIT: Okay, they used a Titan X graphics card... still a huge performance gap.