AI and IoT Insights
Practical articles on IoT platforms, edge gateways, embedded software, AI workflows, industrial protocols, smart hardware, and connected-product decisions.
Blog articles · Page 8
Migrating MediaPipe Gesture Recognition to RKNN: From .task to RK3566 Deployment
A step-by-step guide to convert MediaPipe Gesture Recognition models to RKNN and running real-time inference on RK3566 NPU, with code and troubleshooting tips.
Employee Behavior Monitoring: How Smart Retail Improves Service and Operations
Learn how AI employee tracking actually works in retail and see practical methods to improve service quality, staff safety, and store compliance with examples.
Building a Protocol Gateway with Node-RED and Modbus Server: A Complete Pipeline from Industrial Devices to MQTT
Build a Node-RED Modbus Server and learn how a node red modbus server processes Modbus TCP data, parses registers, and sends industrial telemetry to MQTT.
Tuya AI Integration: Practical Ways to Build Intelligent IoT Workflows
Learn how Tuya AI integration works using Cloud API, App SDK, and event-driven automation. A practical guide for building reliable AI-driven workflows.
n8n Tuya Integration Guide: How to Connect Tuya Smart Devices with n8n for Home Automation
Learn n8n Tuya integration using Tuya Cloud API. Step-by-step guide to automate your smart home devices with n8n workflows and AI automation.
AI Foot Traffic Analysis: Smart Retail Layout Optimization and Marketing Insights
Learn how AI foot traffic analysis works in retail—from detection and dwell time to dashboards and decision-making. A practical, AI-driven workflow overview.
Understanding Tuya Smart Mini-Apps: The Next Evolution of IoT Application Development
Discover how Tuya Smart Mini-Apps bridge Panel, OEM, and SDK apps. Build cross-device IoT dashboards using Tuya Cloud and Smart Life.
RTSP vs WebRTC: Choosing the Best Protocol for AI Video Recognition in IoT Systems
RTSP vs WebRTC for AI video recognition in IoT systems. Learn their key differences, latency, and best use cases in edge AI and real-time visualization.
From Wake Word Detection to Edge Intelligence: The Technical Potential of ESP32-S3 TensorFlow Lite Micro
Learn how ESP32-S3 TensorFlow Lite Micro enables edge AI and wake word detection with on-device inference for embedded and IoT devices.
Object Recognition Camera for AI Inventory Management: How ZedWMS’s AI Warehouse Management System Automates Operations
AI warehouse management system with object recognition camera. Automate inventory tracking, achieve 99% accuracy, reduce labor 40%. Real case studies inside.
What Is the Tuya Smart App and How It Powers Smart Devices
Learn what the Tuya Smart App is, how it connects IoT devices, and how businesses can customize it using the Tuya SDK for branded smart solutions.
How to Deploy YOLOv8 on RK3566: Build Efficient Edge AI Inference from Scratch
Learn how to deploy YOLOv8 on RK3566 step by step. This complete edge inference tutorial covers model conversion, optimization, and real-time detection setup for embed...
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