Visualizing Different Normalization Techniques
May 29, 2018
While implementing Semantic Segmentation using Adversarial Networks, I came across a normalization technique called Local Contrast Normalization. Before feeding the image into the segmentor network, the image undergoes this normalization. Then I came across other ways to normalize image data. Like Simplified Whitening, Local Response Normalization. Here is a great article on the same where I drew my inspiration from. But I wanted to see for myself, how the image turns out after being normalized.
...
Read more