mailcorahul:

DepthWise Separable Convolution


Thanks for the reply and sorry for my slow reply! I’ll take a look into DepthWise Separable Convolutions and get back to you 

Update: I’ve had a look into depthwise separable convolutions and they appear to be the same as my edit above but where I’m explicitly creating stacked-2D kernels into one 3D kernel per object that I wish to convolve with, and in depthwise separable convolution you would convolve each channel with a 2D kernel and then stack the results into a 3D output…I think that’s how it works anyway