eIQ^™ OpenCV Neural Network and ML Algorithm Support

Overview

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.

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

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

eIQ^™ OpenCV Neural Network and ML Algorithm Support

eIQ<sup>™</sup> OpenCV Neural Network and ML Algorithm Support

eIQ^™ OpenCV Neural Network and ML Algorithm Support

eIQ^™ OpenCV Neural Network and ML Algorithm Support

eIQ<sup>™</sup> OpenCV Neural Network and ML Algorithm Support

Supported Devices

Processors and Microcontrollers
- Arm Processors
  - i.MX 8 Series Applications Processors: Multicore Arm^® Cortex^®-A72, Cortex-A53, Cortex-A35, Cortex-M4, Cortex-M7 cores
    - i.MX8X: i.MX 8X Family – Arm^® Cortex^®-A35, 3D Graphics, 4K Video, DSP, Error Correcting Code on DDR
    - i.MX8MNANO: i.MX 8M Nano - Arm^® Cortex^®-A53, Cortex-M7
    - i.MX8M: i.MX 8M Family - Arm^® Cortex^®-A53, Cortex-M4, Audio, Voice, Video
    - i.MX8MMINI: i.MX 8M Mini - Arm^® Cortex^®-A53, Cortex-M4, Audio, Voice, Video
    - i.MX8: i.MX 8 Family – Arm^® Cortex^®-A53, Cortex-A72, Virtualization, Vision, 3D Graphics, 4K Video
  - i.MX 7 Series Applications Processors: Multicore Arm^® Cortex^®-A7, Cortex-M4
    - i.MX7ULP: i.MX 7ULP Family: Ultra-Low-Power with Graphics
    - i.MX7S: i.MX 7Solo Processors - Heterogeneous Processing with Arm^® Cortex^®-A7 and Cortex-M4 cores
    - i.MX7D: i.MX 7Dual Processors - Heterogeneous Processing with dual Arm^® Cortex^®-A7 cores and Cortex-M4 core
  - i.MX 6 Series Applications Processors: Multicore, Arm^® Cortex^®-A7 Core, Cortex-A9 Core, Cortex-M4 Core
    - i.MX6S: i.MX 6Solo Processors – Single-Core, Multimedia, 3D Graphics, Arm^® Cortex^®-A9 Core
    - i.MX6QP: i.MX 6QuadPlus Processor - Quad-Core, High-Performance, Advanced 3D Graphics, HD Video, Advanced Multimedia, Arm^® Cortex^®-A9 Core
    - i.MX6DL: i.MX 6DualLite Processors – Dual-Core, 3D Graphics, HD Video, Arm^® Cortex^®-A9 Core
    - i.MX6D: i.MX 6Dual Processors - Dual-Core, 3D Graphics, HD Video, Multimedia, Arm^® Cortex^®-A9 Core
    - i.MX6SL: i.MX 6SoloLite Processors – Single-Core, Low-Power, EPD Controller, Arm^® Cortex^®-A9 Core
    - i.MX6UL: i.MX 6UltraLite Processor - Low-power, secure, Arm^® Cortex^®-A7 Core
    - i.MX6Q: i.MX 6Quad Processors - High-Performance, 3D Graphics, HD Video, Arm^® Cortex^®-A9 Core
    - i.MX6SLL: i.MX 6SLL Processors - Single-Core Processor with Arm^® Cortex^®-A9 Core
    - i.MX6SX: i.MX 6SoloX Processors - Heterogeneous Processing with Arm^® Cortex^®-A9 and Cortex-M4 cores
    - i.MX6ULL: i.MX 6ULL Single-Core Processor with Arm^® Cortex^®-A7 Core
    - i.MX6DP: i.MX 6DualPlus Processor - Dual-Core, High-Performance, Advanced 3D Graphics, HD Video, Advanced Multimedia, Arm^® Cortex^®-A9 Core