eIQ OpenCV Neural Network and ML Algorithm Support

eIQ OpenCV Neural Network and ML Algorithm Support | NXP 半导体

恩智浦的eIQ软件支持OpenCV库，一个众所周知包括编程功能，可以执行图像处理、视频编码/解码、视频分析、对象检测，以及深度神经网络(DNN)处理和经典机器学习算法(ML)的行业标准。OpenCV库的eIQ是跨平台的，可以在开源BSD许可证下免费使用。针对OpenCV NN的eIQ将Arm Cortex-A内核作为目标，并利用Arm NEON加速来处理经过TensorFlow和Caffe训练的神经网络(NN)模型。

注意：目前可作为Beta早期版本软件使用，预计2019年底将推出一般可用性(GA)版本。

用户指南

软件详情

框图

eIQ OpenCV Neural Network and ML Algorithm Support

获取框图PDF

特征

一个开源计算机视觉和机器学习软件库
包括OpenCV DNN模块，用于处理经过TensorFlow和Caffe训练的神经网络模型
包括OpenCV ML模块，用于支持向量机(SVM)等经典机器学习算法
对于基于ARMv7-A或ARMv7-R配置文件的处理器，使用Arm NEON SIMD架构
全面内置于面向OpenCV 4.0的Yocto配方中，支持i.MX 8、i.MX 6、i.MX 7和Layerscape产品系列
恩智浦eIQ支持包括“快速入门指南”以及神经网络和经典ML演示。
如需了解有关OpenCV的更多信息：https://opencv.org

支持的器件

展开全部

处理器和微控制器
- ARM 处理器
  - i.MX 8系列应用处理器：多核Arm^® Cortex^®处理器
    - i.MX8X
    - i.MX8MNANO
    - i.MX8M
    - i.MX8MMINI
    - i.MX8
  - i.MX 7系列应用处理器：多核Arm^® Cortex^®-A7，Arm Cortex-M4
    - i.MX7ULP
    - i.MX7S
    - i.MX7D
  - i.MX 6系列应用处理器：多核，Arm^® Cortex^®-A7内核, Cortex-A9内核, Cortex-M4内核
    - i.MX6S
    - i.MX6QP
    - i.MX6DL
    - i.MX6D
    - i.MX6SL
    - i.MX6UL
    - i.MX6Q
    - i.MX6SLL
    - i.MX6SX
    - i.MX6ULL
    - i.MX6DP

下载

快速参考恩智浦软件类型.

1 下载

软件开发资源
eIQ Machine Learning Software for i.MX Linux 4.14.y

EXTERNAL版本 0Jun 24, 20191 KBEIQ-MLSOFTWARE

下载

注意: 推荐在电脑端下载软件，体验更佳。

文档

快速参考恩智浦文档类别.

2 文件

紧凑列表

NXP eIQ^® Machine Learning Enablement[UM11226]

PDFJun 9, 2020版本更新 4

eIQ Software Fact Sheet[EIQ-FS]

PDFJan 21, 2022版本更新 4

设计资源

硬件

快速参考恩智浦板类型.

3 硬件

评估板和开发板
i.MX 8QuadXPlus多传感器支持套件(MEK)
正常供应

MCIMX8QXP-CPU
评估板和开发板
i.MX 8M应用处理器评估套件
正常供应

MCIMX8M-EVK
评估板和开发板
i.MX 8QuadMax多传感支持套件（MEK）

MCIMX8QM-CPU

1-5 / 14 硬件

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SP2-IMX8-SBC

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模块
OSM-IMX93

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