With the blow-up of AI based vision systems in manufacturing and robotics, there are a plethora of options for vision system hardware and software. 

Regardless of what options work best for your situation, what will most often make or break the success of the project is the data available to train these systems. 

This guide will explore some common situations where training data is the bottleneck to successful machine vision deployments and how synthetic data can alleviate these headaches.