Machine Learning, Deep Learning, Convolution Neural Net, Recurrent Neural Network.
to its nearest 8-bit representation to give pixel value. The distribution of intensity is logistic so the pixel values can be easily determined. This method is memory efficient, output is of lower dimensions which provides denser gradients thus solving both problems. Conditioning on whole pixels :