Microprocessors in Artificial Intelligence Applications

Technical overview of microprocessors in AI: core roles, application cases (edge, autonomous vehicles, smart manufacturing), key challenges (power, data, security) and trends.

Sensors Enable AI to Perceive the World

Edge AI and vision sensors overview: embedded ML platforms, real-time image processing, depth sensing, and on-device inference for industrial, smart city, and IoT applications.

ADI MAX78002 MCU for Edge AI Applications

Overview of Analog Devices' MAX78002 MCU with integrated CNN accelerator for edge AI: architecture, low-power SIMO/DVS power management, interfaces, and EV kit.

RK3576 Human Keypoint (Skeleton) Detection

Human keypoint detection guide covering API, model deployment, example code, 17-point keypoint mapping and benchmark runtime (53–93 ms) on EASY-EAI Orin-Nano.

Manufacturers of China-made Differential Scanning Calorimeters

Technical overview of differential scanning calorimeter capabilities and selection: measuring polymers, metals, chemical kinetics, pharma and food stability, and DZ-DSC models.

MambaQuant: Post-Training Quantization for Mamba Models

MambaQuant: PTQ for Mamba models using KLT-enhanced and smoothed fused rotations to enable high-accuracy W8A8/W4A8 post-training quantization with <1% loss.

Janus-Pro on Orange Pi AI Pro Board Guide

Step-by-step deployment guide for Janus-Pro on Orange Pi AI Pro (20T) using MindSpore v2.5.0 and MindSporeNLP, covering environment setup, swap, and examples.

Senior Engineer Review of the ELF 2 Development Board

Hands-on review of the ELF 2 learning board with RK3588: hardware, documentation, embedded Linux and AI tutorials, multimedia interfaces, expandability and suggested improvements.

Build a Raspberry Pi Voice Assistant

Raspberry Pi AI guide: hardware, compatible frameworks (TensorFlow, OpenCV), and step-by-step instructions to build a voice assistant using SpeechRecognition and gTTS.

Add AI Capability to Raspberry Pi 5

Technical overview and setup of the Raspberry Pi AI kit with Hailo 8L NPU, covering M.2 HAT+ installation, thermal management, and software setup for Pi 5.

Crystal Oscillators in AI Smart Glasses

Overview of AI glasses hardware and the role of quartz crystal oscillators in providing precise clock signals for display rendering, data processing, and wireless stabilization.

EASY EAI Nano-TB (RV1126B) AIoT Board Data Sheet

Technical overview of the EASY EAI Nano-TB AIoT mainboard (RV1126B): quad-core Cortex-A53, up to 3 Tops NPU, dual MIPI CSI, MIPI DSI, dual GbE, WiFi 6, USB, GPIO, Linux SDK.

iTOP-RK3568 MobileNet Image Classification Inference

Guide to validating MobileNet image classification inference on the iTOP-RK3568 board, covering RK3568 hardware, NPU use, model files, and execution steps.

Deploy DeepSeek LLM on ELF 2 (RK3588) Development Board

Guide to converting and deploying the DeepSeek LLM on Rockchip RK3588 using RKLLM-Toolkit: environment setup, cross-compilation, model conversion and board deployment.

RDK X3 Campus History Guide Robot with SLAM Navigation

Technical overview of an interactive guide robot for campus history museums: SLAM-based navigation, multi?mic voice interaction, modular chassis and AI-driven commentary.

Infrared Thermal Imaging in Anti-Drowning Systems

Analysis of infrared thermal imaging for anti-drowning systems: effective for 24/7 perimeter detection in prohibited areas but unsuitable for continuous swimmer tracking.

DeepSeek and Four Key Factors for Large Model Applications

Examines the 2025 surge in large models after DeepSeek R1, detailing application value beyond chat and four key elements: domain expertise, knowledge base, agents, and engineering.

IMX8M Plus-Based Smart Pharmacy Vending Machine Design

Technical overview of smart pharmacy vending machines using an i.MX8M Plus carrier board: hardware, 2.3 TOPS NPU, connectivity, I/O, displays, storage, and OS support.

AIoT Connecting AI to the Physical World

Explains how AIoT links AI and physical devices via IP-based networks and application layers like Matter, and deployment considerations for scalable device connectivity.

RDK X3-Based Intelligent Care System for Elderly

Elderly care system on RDK X3 integrating IoT, Avahi, and a ROS1 bridge for voice and gesture robot control, cloud-synced Vue 3 frontend, and fall detection.