This tutorial will provide you with good intuitions about how Deep Neural Networks are used for semantic segmentation, along with hands-on practice using a very simple model to perform segmentation on a very accessible dataset that can be trained on your laptop with ease.

Lessons

• What is semantic segmentation?
• General Structure
• Inputs, Labels, and Outputs
• Training a Semantic Segmentation Model
• Get Hands on - The Dataset
• Get Hands on - Model Overview
• Get Hands On - Tensorflow Example