24 posts tagged with “balenaos”

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Using NVIDIA Jetson NGC containers on balenaOS

Balena’s container-based technology streamlines development, deployment, and management of IoT Linux devices. However, when those devices include NVIDIA Jetson-based AI carrier boards and modules, there is the additional challenge of configuring an ML software stack such as PyTorch or TensorFlow and all of its underlying dependencies. BSP drivers, JetPack versions and CUDA libraries must match…

May 05, 2023 / 15 min

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Deploy and manage Plate Recognizer with balena

A popular use case for simple machine learning on current single board computers is license plate recognition. (Also known as “automatic license plate recognition” or ALPR) ALPR is used by many industries but is particularly useful for toll collection, property management and in the parking industry. blog header Plate Recognizer is a company that has a variety of paid and free products that…

January 20, 2023 / 10 min

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Deploy AI to edge fleets with balena's OpenVINO app

OpenVINO™ is an open-source toolkit developed by Intel for optimizing and deploying AI inferencing. It includes everything needed for developing AI applications, model optimization, and running inferencing on a device. In this guide, we’ll walk you through the process of deploying, tweaking, and testing OpenVINO AI models using the balena platform. Our example project, balena-openvino, is intended…

January 17, 2023 / 6 min

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How to use NVIDIA Jetson devices on balena

The Jetson line of modules brings accelerated AI to edge devices, allowing for truly innovative uses for IoT devices. The balena platform supports these modules (Nano, TX2, Xavier, Orin), enabling you to deploy, maintain, and update fleets of one to hundreds of thousands with ease. This is the third update of our series about how to use Jetson devices on the balena platform. How to use edge AI…

January 11, 2023 / 17 min

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Offline Updates make it easier to update balena devices without the internet

Many balenaCloud users enjoy the seamless integration between their connected IoT devices and our tools that make device monitoring, managing, and updating easy. However, what if your devices have limited connectivity by design? Introducing Offline Updates: a process that lets you to preload and reflash a device so it retains its unique balena identity, apps, and configurations-- all without a…

February 09, 2021 / 6 min

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Introducing balenaBlocks: jumpstart your IoT app development

Our mission at balena is to “reduce friction for fleet owners and unlock the power of physical computing”-- it’s what guides every balenista’s work. However, there’s still complexity to be found in developing applications for your fleet, and we’re on our way toward solving this part of the puzzle. Meet the blocks balenaBlocks are an exploration of what we’ve been working on to reduce the friction…

December 16, 2020 / 11 min

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How to use Nvidia Jetson devices on balena

Access the full capabilities of Jetson devices in balenaCloud. Recent versions of balenaOS provide easy access to JetPack components, giving your containers access to the GPU’s power. Learn how to build a project to start accessing a world of AI tools, including CUDA and OpenCV, below. How to use edge AI tools with Nvidia and balenaOS Hardware refresher Nvidia Jetson is a series of embedded…

December 15, 2020 / 14 min

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Receive and store LoRa sensor data from TTN using a Raspberry Pi (part 2)

Back in the first part of this series, we detailed the process of building a simple LoRa-connected weather station to monitor temperature, humidity, and pressure, and send the readings to The Things Stack (TTS). In this second part, we’re going to take a look at how you can capture that data, record it and produce a dashboard and graphs to visualize the data. Note: 28th June 2021: The Things…

October 28, 2020 / 9 min

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Build a simple solar-powered weather station with LoRa & The Things Stack (part 1)

We’ve covered a couple of ways to build a LoRa gateway for The Things Stack (TTS) here on the blog and on YouTube, but what about if you want to take advantage of your own gateway and deploy some sensors in your home or garden? Build a simple solar-powered weather station This two-part series will explore how to build a simple, solar-powered weather station, and in the second part, set up a way to…

October 27, 2020 / 11 min

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Cellular + IoT isn't as hard as you think

I’ve always been a bit hesitant to add cellular networking to my IoT projects because I figured the cost of bandwidth and the hardware requirements were more trouble than they were worth. But after some experimentation, I got over my fears and found cellular wasn’t nearly as expensive or as complicated as I thought. In this blog post, I’ll explain how I went about adding cellular network service…

October 27, 2020 / 10 min

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How to run Wireguard VPN in balenaOS

This guide will teach you how to run Wireguard VPN using balenaOS. Wireguard is a simple, modern, and fast VPN solution that suits balenaOS and balenaCloud use cases well. We created this guide to address some user questions that we’ve received a few times on our forums. As with any solution at balena, it’s continuously improving to help our users with the various ways they put balena to work…

July 24, 2020 / 7 min

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Deploy a LoRa Basics™ Station gateway with TTN and balena

In the past we have showed how to deploy a The Things Network (TTN) LoRa gateway with balena, and how to build an outdoor TTN LoRa gateway with balenaFin. In this blogpost, you will learn how to deploy a The Things Network (TTN) v2 and The Things Stack v3 LoRaWAN gateway running the newest Semtech Packet Forward protocol, the LoRa Basics™ Station. build a LoRa Basics Station with balena This…

July 22, 2020 / 13 min

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Rapid prototyping a GPS tracker with balenaOS: a community perspective

Our guest community author, Xabier Crespo of SC Robotics, walks through a GPS project that uses Docker and balenaOS, written in Python. Learn more about their prototyping process using balenaOS and try the project. My name is Xabier Crespo and I’m a co-founder at SC Robotics, a small consulting firm which develops electronics and embedded systems. We work on a lot of IoT (and IIoT) projects and…

July 08, 2020 / 14 min

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Turn a Raspberry Pi into a Wi-Fi access point or repeater

Remote work brings more opportunity to tackle projects from different parts of the home. However, without strong enough Wi-Fi strength, your productivity might sink. Use this project to create a Wi-Fi access point or repeater out of a Raspberry Pi so you can improve signal coverage while working from home or remotely on the road. Extend Wi-Fi coverage with this project In today’s modern life…

May 18, 2020 / 10 min

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Get started with computer vision and machine learning using balenaOS and alwaysAI

We’ll show you a simplified overview of computer vision and deep learning, and the easiest way to get started using balenaOS and alwaysAI. This guide combines the powers of balena with alwaysAI’s platform to get a project up and running quickly on the Nvidia Jetson Nano. Go from “zero” to “AI hero” in just a blog post! Get started with computer vision and deep learning with balenaOS and alwaysAI…

March 03, 2020 / 11 min

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Getting Started with the Nvidia Jetson Nano using balena

UPDATED 11 Jan 2023: Note that as of 11 January 2023, we have an updated guide here with a more streamlined method to accomplish the examples in this post, as well as more background information about using Nvidia Jetson devices with balena. When you’re building applications to run on the Nvidia Jetson Nano, you’ll often have a list of underlying libraries and dependencies such as CUDA, OpenCV…

February 26, 2020 / 7 min