Discover the top 10 most popular deep learning frameworks in 2025, including TensorFlow, PyTorch, MXNet, Detectron2, SpeechBrain, and MONAI. Learn about their technical details, applications, and how they are shaping the future of AI in computer vision, speech recognition, medical imaging, and more.
Author: Mark Ren
DeepSeek + AIoT Evolution Guide: How DeepSeek Makes IoT Smart Devices Smarter and More Efficient?
Discover how DeepSeek + AIoT boosts smart healthcare, energy AI, and edge computing with device optimization for faster, smarter, privacy-first IoT.
DeepSeek Edge AI: How DeepSeek Runs on Edge AI Devices and AI Hardware?
Discover how DeepSeek Edge AI models (V3 & R1) can efficiently run on edge devices and AI hardware. This article explores quantization techniques (INT8/FP16), model distillation, hardware acceleration (RK3588, Jetson, Coral TPU), and cloud-edge AI collaboration for smart homes, automotive AI, industrial IoT, and intelligent security applications.
DeepSeek-R1: Relying on Algorithms Instead of Computing Power – Disrupting Large Model Landscape with MoE Architecture
DeepSeek’s models not only deliver outstanding performance but also cover a variety of scenarios ranging from high-performance inference to edge computing. Whether it’s the DeepSeek-R1 (DeepThink-R1) tailored for complex problems or the lightweight DeepSeek-V2-Lite, DeepSeek demonstrates a dual pursuit of innovation and practicality.
AI-Driven IoT: How Big Models are Shaping the Future of AI-Driven IoT
AI-Driven IoT is an IoT system powered by big models that integrates multimodal data, real-time decision-making, and edge intelligence to drive smart upgrades in industries like manufacturing, agriculture, and healthcare.
DeviceScript: Using TypeScript in IoT Device – Microsoft’s Modern Development Approach
DeviceScript is an open-source tool by Microsoft that brings a modern TypeScript development experience to resource-constrained microcontroller devices. It supports multiple hardware platforms, fast debugging, and efficient deployment, making it an ideal choice for IoT development.
FUXA: A Web-Based Configuration Tool for SCADA/HMI Process Visualization in Industrial Automation
FUXA is an open-source, web-based SCADA/HMI tool that supports various industrial protocols such as Modbus, MQTT, and OPC-UA, offering flexible real-time monitoring and data visualization solutions for industrial equipment.
Build a Real-Time, Full-Duplex Voice AI with WebRTC
Step-by-step guide to building a low-latency, full-duplex, real-time voice AI with WebRTC, streaming STT/TTS, VAD, RTC protocols, and turn-taking/barge-in.
Serial Studio: A Comprehensive Debug Tool for Real-Time Data Visualization
Serial Studio, a powerful cross-platform tool for real-time data visualization. Learn its features, use cases, and implementation through detailed insights, diagrams, and code examples.
Generative AI Technology: Principles, Processes, Models, and Applications
An introduction to the technical principles of generative AI, analyzing core Generative AI technology, with flowcharts and model structures, and exploring its applications in text, images, and more.