Particle

Excited to talk about why intelligence at the edge is different and unique (and more likely to constitute something that theories of mind and theoretical neurobiology might actually consider intelligent)!

Edge AI devices are often differently intelligent than cloud-based AI solutions. As AI moves to the edge, deploying and updating both firmware and ML models across remote, cellular-connected devices poses unique opportunities for new types of intelligences coupled to more dynamic MLOps and CI/CD architectures. In EDGE AI FOUNDATION's upcoming EDGE AI TALK, our very own Marek Poliks will examine how integrated platforms for data, connectivity, and over-the-air software delivery solve meaningfully new real-world problems. ??? Tune in Tuesday, April 15th! https://lnkd.in/eC3y6iK3

The Particle M-HAT expands the capabilities of Linux systems by delivering connectivity and an efficient coprocessor through a single hardware interface. With minimal complexity and easy integration, the M-HAT can simplify the design of Linux-powered IoT devices and enable new use cases for remote and energy-constrained environments. Discover more in our application note! https://lnkd.in/exw7Dh2s

Whether it's enhancing the operational efficiency of utility grids or providing predictive maintenance to mitigate preventable failures in industrial environments, the insights derived from energy monitoring are invaluable. ? Brennan Dayberry explores the transformative potential of Edge AI by creating a solution with Particle and Edge Impulse that identifies device-specific power consumption patterns without any additional hardware like smart plugs: https://lnkd.in/gg6G8z9e

Wonder which birds are visiting your backyard this spring???? Created by Eric Pietrowicz, Flockr is a smart feeder that uses a TensorFlow Lite model with a Raspberry Pi 5 and a Particle Boron to identify your feathered friends from a video feed over LTE: https://lnkd.in/eprj8vx9

One of the first Tachyons spotted in the wild! #ew25

I've been playing around with applying Particle's device management tooling to Linux devices. In this one, I explored how Asset OTA (via LTE) could make for a really useful CI/CD pipeline for Raspberry Pi devices.

Not in Nuremberg for #ew25 to see our M1 Enclosure up close? Not to worry. Watch as our CTO Nick Lambourne unboxes one of our first units! Announced during last year's Spectra keynote, the M1 Enclosure is?a rugged and customizable IP67-ready enclosure designed to ship your Tachyon, Muon, or Raspberry Pi-based products out into the field. Built for real-world deployments, it can be mounted to basically anything and configured with external sensors, connectors, cameras, power supplies, and/or antennas. Let's take a look at what's inside! https://lnkd.in/eWhAqT66

There are many circumstances where you would need to update the software running on a Raspberry Pi that has already been deployed in the field. But, if that board doesn’t have reliable access to Wi-Fi, this can become difficult. Let's explore how you can easily manage things over LTE by using Particle's?B504e SoM?and?Asset OTA?feature: https://lnkd.in/eV4SJJQC

Come meet me at embedded world Exhibition&Conference! This year Particle is lucky enough to be embedded (pun fully intended) in the Conclusive Engineering booth. Conclusive is one of our favorite technical partners — if you're looking for embedded systems expertise there's no better place! Swing on by the booth tomorrow or Thursday (Hall 4A / Booth Number 4A-121), or shoot me a message to schedule time to meet!