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Projects See All

PROJECT

Real-Time Facial Tracking System Based on UNIHIKER and micro:bit

By DFRobot

This article introduces one via UNIHIKER, micro:bit expansion board & camera, merging hard/soft for precise tracking.

PROJECT

Beetle ESP32-C3 Smart Env Monitor – Perfect for Your Smart Garden

By DFRobot

My wife’s setting up a garden. As a tech fan, I used DFRobot’s Beetle ESP32-C3 (compact, core/expansion boards, many interfaces, lithium support) to make an env monitor (temp, humidity, light, soil moisture) – data on screen & to server via MQTT for future auto irrigation.

PROJECT

Real-Time Background Replacement on UNIHIKER with MediaPipe and OpenCV

By DFRobot

We may modify video backgrounds (e.g., distractions/unsuitable colors) via real-time replacement.

PROJECT
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Review of Llama3.2 vs Llama3.1: Performance on LattePanda Mu

By DFRobot

In AI's fast evolution, model updates (better performance/efficiency) are common. Llama3.1→3.2 is no different. This article explores their SBC LattePanda Mu x86 benchmarks: speed, efficiency.

PROJECT

Object Classification Project Using NanoDet on UNIHIKER

By DFRobot

This project interfaces a USB camera with UNIHIKER to detect objects, box them out and recognize them.

PROJECT

Edge Detection Using OpenCV on UNIHIKER

By DFRobot

This project interfaces a USB camera with UNIHIKER to detect objects and outline their edges.

Tutorials

TUTORIAL

How to Use Optimum-Intel to Accelerate LLaMA 3.1 on LattePanda Sigma

By DFRobot

This article introduces a method using Intel Optimum-Intel to optimize its performance. The author utilized this method on a LattePanda Sigma, an x86 single board computer/server, leveraging the integrated GPU to accelerate LLaMA 3.1's inference speed, with impressive results.