eIQ Toolkit enables machine learning development with an intuitive GUI (named eIQ Portal) and development workflow tools, along with command line host tool options as part of the eIQ ML software development environment.
The eIQ Portal, developed in exclusive partnership with Au-Zone Technologies, is an intuitive graphical user interface (GUI) that simplifies ML development. Developers can create, optimize, debug and export ML models, as well as import datasets and models, rapidly train and deploy neural network models and ML workloads.
The eIQ Portal provides output software that seamlessly feeds into eIQ inference engines like TensorFlow Lite and TensorFlow Lite for Microcontrollers. Using a tool called Model Runner, eIQ Toolkit can also generate gruntime insights to help optimize neural network architectures on i.MX RT and i.MX devices.
These labs go over how to use eIQ Portal. It is recommended to do them in the following order:
- Data Import Lab
- Model Runner Lab
The labs are written for using a i.MX RT1170 EVK, but other eIQ supported devices can be used as well.
- MCX N
- i.MX RT1050
- i.MX RT1060
- i.MX RT1064
- i.MX RT1160
- i.MX RT1170
- i.MX RT500
- i.MX RT600
