Introduction to U-Net and Res-Net for Image Segmentation

Human beings are able to see the images by capturing the reflected light rays which is a very complex task. So how can machines be programmed to perform a similar task? Computer sees the images as matrices which need to be processed to get a meaning out of it.

Image segmentation is the method to partition the image into various segments with each segment having a different entity. Convolutional Neural Networks are successful for simpler images but haven’t given good results for complex images. This is where other algorithms like…