Build a custom real-time multi-object tracking solution at the edge
Build a custom real-time multi-object tracking solution at the edge (Level 200)
Multi-object tracking (MOT) is a computer vision task that involves tracking movements of multiple objects over time in a video sequence. MOT can be applied in numerous practical use cases such as crowd monitoring, traffic management, security surveillance, production cycles, safety monitoring, and navigation as it offers the ability to analyze physical performance in real-time. Join this session as we demonstrate how to train a custom MOT model in Amazon SageMaker and prepare your model for deployment to the edge with AWS IoT Greengrass. We discuss key practical considerations when building a real-time tracking solution for the edge.
Speaker: Derrick Choo, Senior Solutions Architect, AWS