Question: System resource requirements about pose-guided-person-image-generation HOT 4 CLOSED

I was trying to test the model after training. But the testing output pictures seem to be extremely high in one color channel, sometimes blue some times green. The training output is okay though. Any idea or suggestions ?

from pose-guided-person-image-generation.

I was trying to test the model after training. But the testing output pictures seem to be extremely high in one color channel, sometimes blue some times green. The training output is okay though. Any idea or suggestions ?

I think trying another initialization may be of help, like Xavier initialization. The intuition to this may be that, without good initialization, the gradient on a single channel will be very large.

By the way, do you have any trained model? I'm very grateful if you can share yours with me.

from pose-guided-person-image-generation.

I was trying to test the model after training. But the testing output pictures seem to be extremely high in one color channel, sometimes blue some times green. The training output is okay though. Any idea or suggestions ?

I think trying another initialization may be of help, like Xavier initialization. The intuition to this may be that, without good initialization, the gradient on a single channel will be very large.

By the way, do you have any trained model? I'm very grateful if you can share yours with me.

Sorry man, I am using the downloaded model.

from pose-guided-person-image-generation.

I hit a hardware setup that doesn't work. I'm using an Ubuntu VM with 2GB of RAM on a Windows 10 laptop. Looks like I'm going to have to shove this into AWS ¯\(ツ)/¯
Edit: setting RAM=4GB broke my machine, but RAM~=3GB seems to have gotten past the original memory error and gave me another seemingly unrelated error.

from pose-guided-person-image-generation.