eIQ® OpenCV Neural Network and ML Algorithm Support

eIQOpenCV

NXP’s eIQ software supports the OpenCV library – a well-known industry standard comprised of programming functions that can perform image processing, video encoding/decoding, video analysis and object detection, in addition to processing of deep neural networks (DNN) and classical machine learning algorithms (ML). The cross-platform eIQ for OpenCV library is free for use under the open-source BSD license. eIQ for OpenCV NN targets Arm® Cortex®-A cores and utilizes Arm Neon™ technology acceleration to process TensorFlow and Caffe trained NN models.

Software Details

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Diagram

eIQ OpenCV Neural Network and ML Algorithm Support

eIQ OpenCV Neural Network and ML Algorithm Support

Features

  • An open-source computer vision and machine learning software library
  • Includes OpenCV DNN module for processing TensorFlow and Caffe trained neural network models
  • Includes OpenCV ML module for classical machine learning algorithms like support vector machine (SVM)
  • Uses Arm Neon™ SIMD architecture for processors which implement the Armv7-A or Armv7-R profile
  • Fully integrated into Yocto recipe for OpenCV 4.0 supporting i.MX 8, i.MX 6, and i.MX 7
  • Learn more about OpenCV library

Supported Devices

Downloads

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1 download

  • BSP, Drivers and Middleware

    eIQ Machine Learning Software for i.MX Linux 4.14.y

    EXTERNALRev 0Jun 24, 20191 KBEIQ-MLSOFTWARE
    Download

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

Documentation

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2 documents

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Hardware

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3 hardware offerings

Training

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1 trainings

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