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

EIQ-TOOLKIT updated

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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

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 Core
  • i.MX-RT1170: i.MX RT1170 First GHz Crossover MCU with Arm® Cortex®-M7 and Cortex-M4 Cores
  • i.MX-RT500: i.MX RT500 Crossover MCU with Arm® Cortex®-M33, DSP and GPU Cores
  • i.MX-RT1160: i.MX RT1160 Crossover High-Performance MCU with Arm® Cortex®-M7 and Cortex-M4 Cores
  • 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 Core

Downloads

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

Documentation

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Design Resources

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Hardware

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Training

4 trainings