A Guide for Building Convolutional Neural Networks – Towards Data Science

It's moving fast with new research coming out each and every day allowing us to do truly amazing things that we could't do before with computers and AI. The figure below shows results from Mask-RCNN, one of the most flexible and powerful deep networks ever designed for computer vision. It's capable of generating the phenomenal segmentations you see below. Convolutional Neural Networks (CNNs) are the driving force behind every advancement in Computer Vision research we see today. Most people know how they work in a general sense.