eIQ OpenCV Neural Network and ML Algorithm Support

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, 2019 16:25:001 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

^用户指南
NXP eIQ^® Machine Learning Enablement

PDF版本 4Jun 9, 20203.6 MBUM11226English
^简介
eIQ Software Fact Sheet

PDF版本 4Jan 21, 2022653.2 KBEIQ-FSEnglish, 日本語

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)

MCIMX8QXP-CPU
^{评估板和开发板}
i.MX 8M应用处理器评估套件

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

^{嵌入式板解决方案}
ORCA SOM - i.MX8M Plus

ORCA SOM is our solution for edge applications where the balance between the performances, the power consumption are important. Where Linux, RTOS and NPU are needed ORCA ...

By DAVE Embedded Systems Gold 合作伙伴
^{嵌入式板解决方案}
DART-MX93 System on Module

Runs on NXP’s i.MX93 with up to a 1.7GHz Dual Cortex-A55 processor, plus a 250MHz Cortex-M33 real-time co-processor, the DART-MX93 SoM integrates a AI/ML engine and an en...

By Variscite Platinum 合作伙伴
^{嵌入式板解决方案}
Verdin iMX8M Plus

Verdin iMX8M Plus includes a Neural Network Processing Unit ideal for Machine Learning applications. Toradex provides integration with popular machine learning frameworks...

By Toradex® Platinum 合作伙伴
^{嵌入式板解决方案}
AURA SOM - i.MX93x

AURA SOM is our solutions based on NXP i.MX93 and i.MX91. Our solutions is in particular focused on AMP approach with Linux and RTOS with indipendent power domains betwee...

By DAVE Embedded Systems Gold 合作伙伴
^{嵌入式板解决方案}
Atlas Scalable Edge Inference Platform

Atlas is a scalable edge inference platform that uses i.MX 8M Plus + optional GPU to support up to 23.3 TOPS of inference performance. ML/vision software, support/solutio...

By Arcturus Gold 合作伙伴
^{嵌入式板解决方案}
DART-MX95 System on Module

Runs on NXP i.MX95 CPU, with up to 6 cores 2.0 GHz Arm Cortex-A55, a high-performance 800MHz Arm Cortex-M7 real-time coprocessor, and a low-power/safety 250MHz Arm Cortex...

By Variscite Platinum 合作伙伴
^{嵌入式板解决方案}
AXON-IMX93

NXP i.MX93 system-on-module Cortex-A55 AXON SOM with Yocto, Linux source code

By TechNexion Ltd Gold 合作伙伴
^{嵌入式板解决方案}
CuBox M

CuBox-M and its iMX8M Plus based SOM adds 2.3 TOPs of neural network acceleration inside. This makes it the perfect quick to market solution for your latest vision proces...

By SolidRun Ltd Gold 合作伙伴
^{嵌入式板解决方案}
SP2-IMX8-SBC新

ADLINK 2.5" SBC Motherboard Based on NXP® ARM Processor with 32GB eMMC and external Micro SD slot, LVDS/MIPI-DSI, HDMI graphic output, support 12-24V DC, and flexible I/O...

By ADLINK Technology, Inc. Gold 合作伙伴
^{嵌入式板解决方案}
SP2-IMX8新

ADLINK Open Frame Touch Panel PC Based on NXP i.MX8M Plus processor with PCAP touch screen (7"/10"), Supports Multi-OS: Linux, Windows, Android, 32GB eMMC and Micro SD sl...

By ADLINK Technology, Inc. Gold 合作伙伴
^模块
OSM-IMX93

ADLINK OSM 1.1 OSM-IMX93 module, based on NXP i.MX93 with an integrated Arm Ethos-U65 microNPU, for compact edge solutions needing on-device AI processing at ultra-low po...

By ADLINK Technology, Inc. Gold 合作伙伴
^模块
LEC-IMX95

ADLINK SMARC 2.1 LEC-IMX95 module, based on NXP i.MX95 with an integrated VPU, ISP and 2 TOPS eIQ NPU, combines power-efficient high-performance compute, immersive Arm®...

By ADLINK Technology, Inc. Gold 合作伙伴
^模块
ConnectCore 93

ConnectCore 93 is wireless system-on-module based on the NXP i.MX 93 processor, with Wi-Fi 6, Bluetooth 5.3 and an AI/ML NPU, designed for longevity and scalability in in...

By Digi International Gold 合作伙伴
^模块
UCM-iMX95新

UCM-iMX95 is an ultra miniature (28 x 40) i.MX 95 System-on-Module designed for integration into embedded applications.

By CompuLab Gold 合作伙伴