Pytorch implementation of CoordConv introduced in Liu, R., Lehman, J., Molino, P., Petroski Such, F., Frank, E., Sergeev, A. and Yosinski, J. (2018). An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution.
An improved version of CoordConv-pytorch to handle input with non-square dimensions.