element14 Community
element14 Community
    Register Log In
  • Site
  • Search
  • Log In Register
  • Members
    Members
    • Benefits of Membership
    • Achievement Levels
    • Members Area
    • Personal Blogs
    • Feedback and Support
    • What's New on element14
  • Learn
    Learn
    • Learning Center
    • eBooks
    • STEM Academy
    • Webinars, Training and Events
    • More
  • Technologies
    Technologies
    • 3D Printing
    • FPGA
    • Industrial Automation
    • Internet of Things
    • Power & Energy
    • Sensors
    • More
  • Challenges & Projects
    Challenges & Projects
    • Design Challenges
    • element14 presents
    • Project14
    • Arduino Projects
    • Raspberry Pi Projects
    • More
  • Products
    Products
    • Arduino
    • Dev Tools
    • Manufacturers
    • Raspberry Pi
    • RoadTests & Reviews
    • Avnet Boards Community
    • More
  • Store
    Store
    • Visit Your Store
    • Choose Another Store
      • Europe
      •  Austria (German)
      •  Belgium (Dutch, French)
      •  Bulgaria (Bulgarian)
      •  Czech Republic (Czech)
      •  Denmark (Danish)
      •  Estonia (Estonian)
      •  Finland (Finnish)
      •  France (French)
      •  Germany (German)
      •  Hungary (Hungarian)
      •  Ireland
      •  Israel
      •  Italy (Italian)
      •  Latvia (Latvian)
      •  
      •  Lithuania (Lithuanian)
      •  Netherlands (Dutch)
      •  Norway (Norwegian)
      •  Poland (Polish)
      •  Portugal (Portuguese)
      •  Romania (Romanian)
      •  Russia (Russian)
      •  Slovakia (Slovak)
      •  Slovenia (Slovenian)
      •  Spain (Spanish)
      •  Sweden (Swedish)
      •  Switzerland(German, French)
      •  Turkey (Turkish)
      •  United Kingdom
      • Asia Pacific
      •  Australia
      •  China
      •  Hong Kong
      •  India
      •  Korea (Korean)
      •  Malaysia
      •  New Zealand
      •  Philippines
      •  Singapore
      •  Taiwan
      •  Thailand (Thai)
      • Americas
      •  Brazil (Portuguese)
      •  Canada
      •  Mexico (Spanish)
      •  United States
      Can't find the country/region you're looking for? Visit our export site or find a local distributor.
  • Translate
  • Profile
Single-Board Computers
  • Products
  • Dev Tools
  • Single-Board Computers
  • More
  • Cancel
Single-Board Computers
Blog Get started with machine learning on the MaaXBoard
  • Blog
  • Forum
  • Documents
  • Members
  • Mentions
  • Sub-Groups
  • Tags
  • More
  • Cancel
  • New
Single-Board Computers requires membership for participation - click to join
Blog Post Actions
  • Subscribe by email
  • More
  • Cancel
  • Share
  • Subscribe by email
  • More
  • Cancel
Group Actions
  • Group RSS
  • More
  • Cancel
Engagement
  • Author Author: zebular13
  • Date Created: 16 Apr 2020 10:14 PM Date Created
  • Views 243 views
  • Likes 5 likes
  • Comments 0 comments
  • tensorflow
  • machine-vision
  • machine_learning
  • opencv
  • machine learning
  • machine_vision
  • maaxboard
  • artificial_intelligence
Related
Recommended

Get started with machine learning on the MaaXBoard

zebular13
zebular13
16 Apr 2020

Want to OpenCV and TensorFlow on the MaaXBoard? These guides will get you started:


Getting Started with MaaXBoard - Headless Setup

  • Setup the MaaXBoard over UART so you can access it via SSH. Then setup remote desktop.

Setting Up OpenCV on the MaaXBoard

  • Get OpenCV set up on your MaaXBoard.


Setting Up TensorFlow on the MaaXBoard

  • Get machine learning running on your MaaXBoard using Tensorflow. 

Build Tensorflow for MaaXBoard

  • Build a Tensorflow wheel that runs on MaaXBoard and MaaXBoard Mini

Installing and Using Tensorflow Lite on MaaXBoard

  • The Tensorflow Lite interpreter makes sense for edge devices like the MaaXBoard. Here's how to set it up.

Installing Tensorflow Lite C++ Interpreter on MaaXBoard

  • Here's how to cross-compile and install the Tensorflow Lite C++ API on MaaXBoard running Debian OS.

Use OpenCV with Android on MaaXBoard

  • Do image recognition using OpenCV in an Android app on the MaaXBoard!

Running Machine Learning on MaaXBoard's Yocto Image: Part 1

  • The ML Yocto image includes an eIQ layer that delegates your model so you can run machine learning inference efficiently on the MaaXBoard.

Analyze Accelerometer Data on MaaXBoard with Edge Impulse

  • Edge Impulse makes it easy to get started with ML, and it runs on MaaXBoard! Use CircuitPython (Adafruit Blinka) and Edge Impulse to collect and train a model using accelerometer data from Avnet's MaaXBoard. You can also install the Edge Impulse Linux SDK for Python on MaaXBoard. 


Good luck with your MaaXBoard ML projects! Please post anything cool you build in the comments :-)

Anonymous
element14 Community

element14 is the first online community specifically for engineers. Connect with your peers and get expert answers to your questions.

  • Members
  • Learn
  • Technologies
  • Challenges & Projects
  • Products
  • Store
  • About Us
  • Feedback & Support
  • FAQs
  • Terms of Use
  • Privacy Policy
  • Legal and Copyright Notices
  • Sitemap
  • Cookies

An Avnet Company © 2022 Premier Farnell Limited. All Rights Reserved.

Premier Farnell Ltd, registered in England and Wales (no 00876412), registered office: Farnell House, Forge Lane, Leeds LS12 2NE.

ICP 备案号 10220084.

Follow element14

  • Facebook
  • Twitter
  • linkedin
  • YouTube