What I did to train Cycle-GAN is to resize the image to 1024X or X1024 and then crop a patch with size 452*452. You can choose other size based on the GPU you use.
The original size of GTA5 images is 1914x1052, after resize the width of the images to 1024, then the hight should be (1052 * 1024 // 1914) = 562. The image you provided is 1024x564, so is there any extra processing such as padding?
liyunsheng13
commented
4 years ago
What I did to train Cycle-GAN is to resize the image to 1024X or X1024 and then crop a patch with size 452*452. You can choose other size based on the GPU you use.
Originally posted by @liyunsheng13 in https://github.com/liyunsheng13/BDL/issues/11#issuecomment-513028927
The original size of GTA5 images is 1914x1052, after resize the width of the images to 1024, then the hight should be (1052 * 1024 // 1914) = 562. The image you provided is 1024x564, so is there any extra processing such as padding?