Discover what the community is building
![PlantVillage Disease Classification [AKIDA HARDWARE]](/api/image-proxy?url=https%3A%2F%2Fdeveco.nyc3.digitaloceanspaces.com%2Fcover%2F695f0755-bd94-4bb4-b364-9640e4a91653.png&w=600)
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.
I made a little online multiplayer game inspired by my recent underwater robotics work. You can pilot a little ROV around the ocean, explore shipwrecks, take photos and categorize fish and things. It’s multiplayer and I’m thinking of having treasure hunts, etc. I put the basic version up at https://bloop.quest/. I am hoping to expand the game and keep developing it, so would love any ideas or feedback anyone has.
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.
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).
Discover a practical engineering methodology for building intelligent embedded systems by combining deterministic DSP, physics-based modelling and Edge AI. This article introduces the Real-Time Edge Intelligence framework and the handbook behind it.
I'm building an application for elderly care
A mod of the Hack Pack Omnibot Forklift adding precise maneuvers, a robotic gripper, a web control interface, remote camera streaming, and much more.
A DVD Player that can run interactive games using the MT1389 chipset.
The BeagleWire is an FPGA (Lattice iCE40HX4k) development platform that has been designed for use with BeagleBone boards.
ICE40UP5K FPGA module with wireless interface driven by ESP32-C3
A cinematic playback system for full-motion video that integrates smoothly into gameplay and interactive storytelling.
Introducing an affordable, weatherproof, self-contained NTP server! A single Power Over Ethernet cable is now all it takes to deliver sub-millisecond time accuracy to an entire network, no manual clock-setting or antenna wiring required.
You know AI can write emails and answer trivia questions for you, and you might even use it to help you write code, but did you know that there are plugins to
Use MQTT on Amazon Web Services with a Hardware Device (ESP32) and use the IoT Data for further analysis on AWS itself
Simple but powerful CoreXY 3D printer with a 300mm³ build volume.
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.
I use an ultra-sound module & a servo to flush the toilet
We render your hand-held virtual donut
I make a musical instrument with a speaker & ultrasound sensor
I turn a Pocketbeagle2 into a mouse