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

EIQ-TOOLKIT

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Software Details

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Diagram

eIQ Toolkit Block Diagram

eIQ Toolkit Block Diagram

Features

eIQ Toolkit

  • Enables graph-level profiling capability with runtime insights to help optimize neural network architectures for execution on target EdgeVerse™ processors
  • 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 supports working with user's own data"

eIQ Portal

  • An intuitive graphical user interface (GUI) that simplifies vision ML development and empowers developers of all experience levels
  • Create, optimize, debug and export vision ML models
  • Import datasets and models, rapidly train and deploy neural network models and vision ML workloads
  • Output seamlessly feeds into DeepViewRT, TensorFlow™ Lite, TensorFlow Lite Micro, Glow and ONNX Runtime inference engines
  • Can import models from TensorFlow frameworks or in ONNX format
  • Includes object detection and image classification models for computer vision applications

eIQ Extensions

  • Enhanced add-on features and capabilities
  • Model IP protection, training data enhancements, advanced quantization and more

Supported Devices

  • i.MX8: i.MX 8 Family – Arm® Cortex®-A53, Cortex-A72, Virtualization, Vision, 3D Graphics, 4K Video
  • i.MX8M: i.MX 8M Family - Arm® Cortex®-A53, Cortex-M4, Audio, Voice, Video
  • i.MX8MNANO: i.MX 8M Nano Family - Arm® Cortex®-A53, Cortex-M7
  • IMX8MPLUS: i.MX 8M Plus – Arm® Cortex®-A53, Machine Learning, Vision, Multimedia and Industrial IoT
  • i.MX8X: i.MX 8X Family – Arm® Cortex®-A35, 3D Graphics, 4K Video, DSP, Error Correcting Code on DDR
  • i.MX-RT1064: i.MX RT1064: Crossover MCU with Arm® Cortex®-M7
  • i.MX-RT1170: i.MX RT1170: 1 GHz Crossover MCU with Arm® Cortex® Cores
  • i.MX-RT500: i.MX RT500 Crossover MCU with Arm® Cortex®-M33, DSP and GPU Cores
  • i.MX-RT1160: i.MX RT1160 Crossover MCU Dual-Core Arm® Cortex®-M7 and Cortex-M4
  • i.MX-RT1050: i.MX RT1050 Crossover MCU with Arm® Cortex®-M7 Core
  • i.MX-RT600: i.MX RT600 Crossover MCU with Arm® Cortex®-M33 and DSP Cores
  • i.MX8MMINI: i.MX 8M Mini - Arm® Cortex®-A53, Cortex-M4, Audio, Voice, Video
  • i.MX-RT1060: i.MX RT1060: Crossover MCU with Arm® Cortex®-M7
  • iMX95: i.MX 95 Applications Processor Family: High-Performance, Safety Enabled Platform with eIQ® Neutron NPU
  • i.MX93: i.MX 93 Applications Processor Family – Arm® Cortex®-A55, ML Acceleration, Power Efficient MPU

Downloads

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Note: For better experience, software downloads are recommended on desktop.

Documentation

Quick reference to our documentation types.

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Design Resources

Hardware

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Related Software

    Note: For better experience, software downloads are recommended on desktop.

    Engineering Services

    1 engineering service

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

    Training

    5 trainings