Bhavana Chandrashekhar

Join this chalk talk with Amazon Robotics experts to learn how they use AWS to improve observability of the robot at scale. As they've deployed thousands of robotic drive units, knowing exactly what is happening on each machine helps them prioritize their feature roadmap.

In this chalk talk, hear from the team that builds the robots that manipulate packages and items in Amazon warehouses. Learn about the challenges, approaches, and lessons learned in building perception systems that enable Amazon to pick over two million packages a day and span the manipulation of millions of items.

The performance of your robot can be improved by training a machine learning model with synthetic data in place of the real data. In this session, learn how to generate and use realistic 3D synthetic images to train a computer vision model for a robot.