eIQ® Toolkit for End-to-End Model Development and Deployment

EIQ-TOOLKIT

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The eIQ Toolkit makes machine learning development faster and easier on NXP EdgeVerse Processors with an intuitive GUI (eIQ Portal) and command line host tools.

The eIQ Portal is an intuitive graphical user interface (GUI) that simplifies ML solutions development. Developers can create, optimize, debug, visualize and export ML models within the Portal. The Portal makes it easier to import datasets and models, rapidly train and deploy neural network models and workloads for AI/ML applications. Developers can also use the Portal’s output software to seamlessly feed into runtime inference engines.

The eIQ Toolkit comes complete with code examples, demonstratable use cases and guidelines for the different process flow options such as importing pretrained models based on popular frameworks, creating, importing and augmenting datasets to develop models within the tools or integrating with users’ existing flow to leverage the supported inference engines.

Diagram

eIQ Toolkit Block Diagram

eIQ Toolkit Block Diagram
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Features

eIQ Toolkit

  • Enables graph-level profiling capability with runtime insights to help optimize neural network architectures for execution on target EdgeVerse™ processors
  • Time Series Studio (TSS), featuring automated machine learning, simplifies and accelerates the development and deployment for time series based AI models
  • Includes ML application examples
  • Select from a database of pre-trained models or “Bring your own model” (BYOM)
  • Transfer learning feature supports “Bring your own data” (BYOD) flow and supports working with user's own data
  • Import models from TensorFlow or Pytorch frameworks or in ONNX format with built in conversion tools

eIQ Extensions

  • NVIDIA TAO Toolkit integration for deploying pre-trained vision ML models on NXP devices
  • Model IP protection
  • Explainable AI for classification and object detection

Supported Devices

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    To find a complete list of our partners that support this software, please see our Partner Marketplace.

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