Deep Learning, Image Processing, Convolutional Network, Machine Learning, Artificial Intelligence.
problem where local assumption does not hold anymore. To tackle this kind of problem, convolution operation can be extended to have kernels with a larger receptive field. Dilated convolutions Image by Fisher Yu In a simple convolution we would have a 3x3 kernel, for now let’s imagine that all nine