Hi,
I read an article on solving a problem I have using a conv nn. Authors in the paper tell to split training images into 40x40 pixels patches. So I did it. Then I took my test image, also split it into 40x40 patches, ran them through the nn and then stitched the results back. This works but I have visible seams between the patches. I thought that since I have conv-only nn I could simply run through the network the whole image of 400x400 resolution. But when I do that as a result I get a completely random output image. Is that correct? I can’t run any-size image through a conv net? I can only run images (size-wise) that the net was used to train on?
Cheers