EdgeAI

Embedded RTOS C++ programming for the ARM processor

uTensor

1. Use of uTensor for building ML models for edge devices. Emedded RTOS C++ programming
2. uTensor Deep Neural Network Model
3. Trains a model on the desktop and deploys on the ARM processor
4. Can perform predictive maintenance

uTensor:

https://utensor.github.io/website/ https://github.com/uTensor/uTensor

uTensor is an extremely light-weight machine learning inference framework built on Tensorflow and optimized for Arm targets. It consists of a runtime library and an offline tool that handles most of the model translation work. This repo holds the core runtime and some example implementations of operators, memory managers/schedulers, and more, and the size of the core runtime is only ~2KB!