AI and Machine Learning
Applied AI guidance for computer vision, voice, agents, RAG, workflow automation, TinyML, and AI-enabled connected products.
AI and Machine Learning articles · Page 4
Dify Workflow vs Agent: 5 Key Differences and When to Use Each
Compare Dify Workflow and Agent across control flow, tool choice, side effects, auditability, and errors. Use the table to choose Workflow, Agent, or Hybrid.
Read article
HMI Development in 2025: Embedded Programming, Touchscreen Interfaces & Tools Explained
Explore 2025 HMI development—from embedded programming to touchscreen design and desktop HMI apps. Learn what HMI is and where it’s headed.
Read article
Seeing Sound: AI Sound Recognition for Unattended Industrial Monitoring
Detect abnormal equipment sounds using AI sound recognition. Non-invasive, precise, and cost-effective solution for unattended industrial maintenance.
Read article
ASR and TTS Deployment Decisions: Cloud, Edge, or Local Voice AI
ASR and TTS are not competing models. They are two pipelines running in opposite directions: automatic speech recognition turns audio into text.
Read article
n8n vs Dify: Best AI Workflow Automation Platform?
Compare n8n vs Dify, two top AI workflow automation platforms. Find out which suits your team best for building intelligent, scalable, and agent-driven workflows.
Read article
What is Federated Learning: Taking Flower.ai as an Example to Achieve Collaborative Modeling with Privacy Protection
With the deepening integration of artificial intelligence in sensitive fields such as healthcare, finance, retail, and speech recognition.
Read article
Dify MCP Server: Building Modular AI System Applications Like Lego Bricks
Build modular AI apps with Dify MCP Server. Use the Model Context Protocol to orchestrate multi-agent workflows—fast, flexible, no-code.
Read article
MCP(Model Context Protocol): The Universal Protocol Bridging AI with the Real World
AI has entered the “integration era.” Even the most powerful model can’t do much if it’s stuck in a static chat box.
Read article
Building an Enterprise-Level Private Knowledge Base and AI Document Review System with Dify and DeepSeek
Build a private knowledge base with Dify and DeepSeek. Use AI legal document review, RAG AI tools, and secure compliance checks.
Read article
Embedded AI in IoT: From Hardware to Deep Learning Applications
Discover how Embedded AI, hardware platforms, and embedded deep learning are transforming IoT. Learn about AIoT architecture, applications, and future trends.
Read article
ChatGPT-O3 vs. Grok-3 vs. DeepSeek-R1: Three Major AI Model Comparison – Technical Architecture, Reasoning Ability, and Applications
Large Language Models (LLMs) are evolving rapidly. From the early GPT-3 to today’s GPT-4, Grok-3, and DeepSeek-R1.
Read article
Difference Between AI and IoT – How AIoT Brings Them Together(2025 Guide)
Learn the difference between AI and IoT, and see how AIoT connects them with real examples and comparison tables. 2025 guide for beginners and tech teams.
Read articleEvaluating 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.