Machine Learning, Deep Learning, Resnet, Case Study, Keras.
learning a direct mapping , Resnet tries to learn a function H(x) = F(x) + x. Here + is element wise addition. If the identity mapping is optimal i.e “ x”, We can easily push the residuals to zero (F(x) = 0) .It is very easy to come up with a solution like F(x) =0. Here F(x) is called Residual