Computer Vision, Deep Learning, Convolutional Network.
image. The two-dimensional nature of the image gets lost when it is ‘FLATTENED’ before we feed the features (digit values) into the network. So there is a loss of information. The MLP can learn to know which object is in the image, but it cannot learn where it is. In other words, the MLPs are