Generating the training data necessary to train and create a custom vision model is now easier than ever using AirSim. AirSim is a simulation environment; which allows us to create a 3D version of the real environment to process the custom vision model. Using AirSim, we are able to fly a simulated drone and capture as much imagery as necessary, including adjusting various environment variables.