Adaptive learning is a technique to build robust systems that can adapt to new environments and novel data distributions. Our developers have been working on integrating the Smart Social Distancing application with adaptive learning. Previously, adaptive learning was only available when running the Smart Social Distancing application with an X86 node.
We have recently added support for adaptive learning on Coral USB Accelerator. When you run the latest version using a Coral USB Accelerator, while the Smart Social Distancing application is up and running, a “student model” is repeatedly updated in the background, meaning that your model performs more accurately as time passes.