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

Abstract: Deploying deep neural network (DNN) models on Microcontroller Units (MCUs) is typically limited by the tightness of the SRAM memory budget. Previously, machine learning system frameworks ...

You've got no excuse not to try them.

This project uses 3 lines of 5 LEDs arranged in a Y configuration to visually resemble the famous Flux Capacitor from the DeLorean time machine. The LEDs run a smooth one-direction chase effect with ...

FPS gaming on an E Ink display? That doesn't seem right... But that's exactly what Wenting Zhang's PaperBoy Game Boy emulator ...

Design demonstrates multi-motor field-oriented control for industrial automation, robotics and appliance systems.

Remote access devices like IP KVMs are usually built around powerful single-board computers such as the Raspberry Pi. But ...

From reviving a dead Sega console to hosting your own dial-up internet connection, a Raspberry Pi can turn an afternoon into ...

NuML Studio is optimized for Windows and provides a "ready-to-use" version that does not require users to install Python or ...

Abstract: On-device training of deep neural networks (DNNs) allows models to adapt and fine tune to newly collected data or changing domains while deployed on microcontroller units (MCUs). However, ...

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 ...

Aashika’s near two decades stint in business and finance journalism has led her to report, write, edit and lead teams covering public investing, private investing and personal investing both in India ...