These are the projects I recommend building instead of just buying something off the shelf.

Engineers have developed robotic fish that mimic real aquatic life, offering an aquarium experience without the upkeep. These miniature submarines, powered by Arduino and guided by an overhead camera ...

What if a device could see the world the same way humans do, seeing objects, recognizing them, and understanding what they are in real time? Just like our eyes capture visuals and our brain instantly ...

Hacks don’t have to be practical but it helps if they are educational or clever or amusing, as [Ray Foss] demonstrates with his auto-docking Steam Controller. It’s an open-source web application that ...

It started with a Keynote slide about performance per watt, and it ended with a Keynote slide about performance per watt. "Geoffrey Cain’s Steve Jobs in Exile says that Apple’s PowerPC switch doomed ...

YouTube streaming typically involves a camera with an HDMI output, a USB3 HDMI digitiser, and a suitably beefy PC to run it all. It’s quite a process, and for [Coreymillia], more complex than it needs ...

Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.

HomePod S3 is a Smart Desk Companion that combines everyday utilities into one compact offline-first device designed to sit permanently on your desk. The goal of this project was to answer a simple ...

Block-based editors are simple to use but can be limiting if complex programs need to be written. Text-based languages add more flexibility but are harder to understand and use. Flowcharts are simple ...

nnom - Neural Network on Microcontroller (NNoM) is a high-level inference Neural Network library specifically for microcontrollers. caffepresso - Optimized Library for Deep Learning on Embedded ...

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