Davis Sawyer, Co-founder and Chief Product Officer at Deeplite, demonstrates the company’s latest edge AI and vision technologies and products at the 2021 Embedded Vision Summit. Specifically, Sawyer demonstrates how the company’s products enable deep neural networks on increasingly constrained edge devices.
To help pave the way for straightforward deep learning deployments in increasingly constrained edge devices, Deeplite has released its Neutrino software in a community version. This release is hardware-agnostic and can be seamlessly and smoothly integrated into any ML Ops pipeline. Sawyer demonstrates how to use the software framework, how to produce optimized models for inference to be either directly deployed on the edge device or via a cloud environment, and how to compress and maintain model accuracy.