Real-world data is challenging to acquire, often leads to biased models, and might present privacy as well as regulatory problems. Synthetic data is emerging as an answer to solving many of these challenges. Join us for two talks by thought leaders from Unity Technologies and Allen Institute for AI to learn about the benefits and challenges of synthetic data for building robust perception systems.