Blog category

AI and Machine Learning

Articles related to the integration of machine learning and computer vision in IoT projects could go here. This would include tutorials on frameworks like OpenMV, Open...

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AI and Machine Learning articles · Page 2

esp32-chip-series-comparison
Jan 30, 2026

ESP32 Chip Series: Best Use Cases and Model Comparison 2026

Struggling with ESP32 chip series comparison? This clear 2026 guide maps versions to real IoT and edge AI use—save power, avoid feature bloat.

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ai inventory management
Jan 14, 2026

AI Inventory Management and Auditing: Smarter Retail Starts with Automation and Real-Time Visibility

AI inventory management for retail. Boost demand forecasting, shelf tracking, and real-time visibility with automation.

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MediaPipe Gesture Recognition
Dec 02, 2025

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.

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tuya-ai-integration-zediot
Nov 19, 2025

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.

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n8n Tuya Integration Guide: How to Connect Tuya Smart Devices with n8n for Home Automation
Nov 11, 2025

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.

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"Feature image illustrating RTSP vs WebRTC protocols in AI IoT video systems, showing how each impacts latency, real-time streaming, and edge AI performance."
Oct 31, 2025

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.

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Object Recognition Camera for AI Inventory Management: How ZedWMS’s AI Warehouse Management System Automates Operations
Oct 24, 2025

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.

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AI Voice Ads in Retail Store: From Static Screens to Interactive Digital Signage
Sep 17, 2025

AI Voice Ads in Retail Store: From Static Screens to Interactive Digital Signage

AI voice ads in retail stores turn screens into smart assets, boosting ROI with real-time interactions, centralized control, and measurable results.

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AG-UI + n8n workflows
Aug 20, 2025

n8n Workflows + AG-UI: Visual Automation from Trigger to Dashboard

Create interactive and embedded UIs for n8n workflows using AG-UI. A practical guide to building real-time visual automation without complex frontend coding.

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10-Dify-Workflows-Examples
Aug 15, 2025

Boost Smart Home ROI with 10 Plug-and-Play Dify Workflow Examples

Looking for dify workflow examples? Discover 10 smart home & IoT templates powered by AI and energy control—see how we customize Dify workflows for enterprise.

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AG-UI + CopilotKit Quick Start: Building a Modular AI Visualization Frontend for Multi-Model Collaboration in Minutes
Aug 11, 2025

AG-UI + CopilotKit Quick Start: Building a Modular AI Visualization Frontend for Multi-Model Collaboration in Minutes

Quickly set up AG-UI CopilotKit integration with this tutorial. Learn how to stream JSON events using the AG-UI protocol and render agent UIs seamlessly.

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Turn AI Into Action: How MCP2MQTT Bridges AI and IoT with MQTT
Aug 01, 2025

Turn AI Into Action: How MCP2MQTT Bridges AI and IoT with MQTT

Learn how mcp2mqtt enables AI control of IoT via MCP over MQTT, mqtt broker, mqtt iot, and emqx.

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Technical evaluation

Evaluating a AI and Machine Learning project?

Share the device, data flow, network condition, target users, and business system boundaries. We can help you decide what to build first.