Here are a list of tutorials to get you familiar with UnrealCV step-by-step.
The basics of using UnrealCV.
Generate an image dataset with ground truth.
Show how to use images from a video game for testing faster-RCNN.
How to install UnrealCV plugin into UE4.
How to combine UnrealCV and OpenAI Gym interface for reinforcement learning.