The i.MX 8M Plus applications processor integrates dual camera image signal processing acceleration and a neural net processor to accelerate machine learning at the edge. In addition, the SoC includes ECC and a TSN-enabled Ethernet controller for Industry 4.0. While many things are changing in industry, important aspects remain constant -- the need for reliability, longevity, and the ability to operate in harsh conditions.
Learn how the machine learning framework, Glow, a neural network (NN) model compiler, is integrated into the MCUXpresso SDK, which packages the Glow compiler and quantization tools into an easy-to-use installer, detailed documentation, and labs.
The eIQ software development environment leverages inference engines, neural network compilers, optimized libraries, deep learning toolkits, and open-source technologies for easier, more secure system-level application development, ML algorithm enablement, and auto-quality ML enablement.
NXP has developed the world's first MCU-based implementation of Glow, a neural network compiler developed by Facebook, to accelerate machine learning at the edge applications.