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. Hardware refresher Nvidia

Why is the balenaFin right for fleet owners? Part 3: Networking

This is the third in a series of posts about the key features that make the balenaFin the right choice for IoT fleet owners. For those who aren’t familiar with the balenaFin, you can take a look at this introductory post. We’ve divided the series into three posts

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

How to classify socks using a Raspberry Pi, Edge Impulse, and balena

We’re going to create a project on a Raspberry Pi with a Camera that distinguishes between socks using the Edge Impulse Machine Learning system running on balena. We all know that matching socks is a nightmare, so having an affordable, intelligent system saying if a sock matches with another

Never lose your stuff again: tracking Bluetooth beacons with a Raspberry Pi

Never lose something important to you again by using Bluetooth Low Energy (BLE) beacons and Raspberry Pi sensors to track your stuff. Are your keys at home or in the office? By following this guide, you’ll soon know. Introduction What’s Bluetooth/BLE and what’s a beacon? So

Make a security camera system in 30 minutes or less

Use a single-board computer or spare laptop, a webcam and free software to build your own surveillance system. There are many reasons for wanting security cameras: watching blind spots around your home, keeping a remote eye on your children playing, or finding where the delivery person lobbed your package. In

Balena partners with Coral to enable AI at the edge

Today we’re announcing that balena and Coral are partnering to simplify how developers deploy and manage AI applications at the edge. Coral is a platform of hardware components, software tools, and example models for building devices with local AI. Coral's on-device ML acceleration technology helps developers build fast, efficient,

Using OpenDataCam and balena to "quantify the world" with AI

Learn how to run OpenDataCam on balenaCloud, which adds a number of features to make managing a device (or a fleet of dozens) easy. This guide features deployment, remote configuration, how to use the built-in VPN, a public URL, and monitoring device diagnostics. What is OpenDataCam? OpenDataCam is an open

Build an AI-driven object detection algorithm with balenaOS and alwaysAI

This guide will show you how to set up a neural network model that runs an object detection algorithm in real time. We’ll be leveraging balenaOS and alwaysAI’s platform to greatly simplify the process. Some prep work In a previous article, we showed you how to easily get

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