project, CommonPub

Automatic Medication Dispenser

A 7-slot medication dispenser with motor control and camera detection of pill intake. Notifies users on an app when to take their medication and whether they missed a dose.

deveco.io project

PlantVillage Disease Classification [AKIDA HARDWARE]

This project walks through evaluating a PlantVillage AkidaNet model on Akida and, if a hardware device is available, benchmarking its latency and power on a physical AKD1500. It's the hardware companion to the PlantVillage Disease Classification software project. If you haven't seen that yet, it walks through training, quantizing, and converting the model this project benchmarks.

deveco.io project

Knitronics Add-on Badge for Open Sauce 2026

This year I decided to create my own add-on badge for Open Sauce, which resulted in this fun LED flasher badge based on a simple 555 timer circuit.

deveco.io project

PlantVillage Disease Classification

This project walks through the complete pipeline to train, quantize, convert, and benchmark an AkidaNet model on the PlantVillage dataset for Akida 1 hardware. PlantVillage contains 54,303 images of healthy and diseased plant leaves across 38 categories (14 crop species × multiple disease types plus healthy variants). The task is a 38-class image classification problem: given a 224×224 RGB image of a leaf, identify the crop species and disease (or healthy state).

deveco.io project

My Edge AI Contest Proposal

I'm building an application for elderly care

deveco.io project

FPV Omnibot Gripper

A mod of the Hack Pack Omnibot Forklift adding precise maneuvers, a robotic gripper, a web control interface, remote camera streaming, and much more.

deveco.io project

Beaglewire

The BeagleWire is an FPGA (Lattice iCE40HX4k) development platform that has been designed for use with BeagleBone boards.

deveco.io project

ICE-V Wireless

ICE40UP5K FPGA module with wireless interface driven by ESP32-C3

deveco.io project

How to Connect an Embedded System to AWS IoT Core with MQTT

Use MQTT on Amazon Web Services with a Hardware Device (ESP32) and use the IoT Data for further analysis on AWS itself

deveco.io project

High-Performance 5in Analog FPV Quadcopter

A complete 5-inch freestyle FPV quad build with a 4S power train, analog camera and VTX chain, UART receiver control, and a 4-in-1 flight controller plus ESC stack.

deveco.io project

I'm trying to make my own ai

I'm trying to do this for 2 months, The program will be self-learning, focused on helping with writing code for any other projects. Anyone involved in this, can you give some advice?

deveco.io project

Using a Raspberry Pi as a Bootable Drive with Pantacor

Learn how to use a Rasbperry Pi as a bootable-USB drive to host any number of bootable images.

deveco.io project

96Boards Self Sustainable Developer Station

Project places a 96Boards SBC, battery, solar unit, LCD panel, & standard electric sockets in to an enclosure that can be deployed anywhere.

deveco.io project

Run WebAssembly Containers on Raspberry Pi Using Atym

Wasm isn’t just for the browser. Atym brings a minimal, secure execution environment to Linux edge devices

deveco.io project

PocketBeagle Breakout Board

Simple breakout for the pocketbeagle series of SBCs.

deveco.io project

Deploy an Edge Impulse Motion Classifier with Atym Ocre Cont

Build a closed-loop motion classification system using Atym Ocre and Edge Impulse on WebAssembly. Three containers communicate over an internal messaging bus to publish sensor data, run inference, and validate predictions entirely on device. Works on both Linux (Raspberry Pi) and Zephyr (nRF52840) targets with no external tooling required.

deveco.io project

RP2040 Quad Motor Controller

Target is ROS2 control of four Mecanum wheels. Built as a subsystem that I can just plug in, so controlled over MicroROS and USB comms.

deveco.io project

B3VY LED Badge

A badge design in the shape of the B3VY logo. Created to help promote the B3VY network at Open Sauce Conference 2025.