Currently I am tryinying to build encoder decoder layer for 3D RGB input, the objective is to maintain the image size of the output equal to the input. Image input size is 224x224x3. I tried to arrange the convolutional layer following by relu and max pooling layer. However, I continously get error saying that : Dimensions of arrays being concatenated are not consistent. Is there any hints how to do it correctly?