Deconvolution and Image segmentation

Hello @Kevinkevin189, glad to know that you read the article and made the modifications. I’m no expert in this field but I recommend that you try the method that article proposes if keeping the kernel size a multiple of stride doesn’t help and your application can’t do away with these artifacts. As you might have noticed in that article, it mentions that you can resize the image to double size using some standard interpolation and then used a convolution layer to mix-up the output. The article also shows some examples on how they got a better performance on GAN output using this technique.

I again advice you to take this discussion on StackOverflow as you’ll reach a wider community and you’ve better chance of solving your problem. Also, you can post here a the link of discussion you create there.