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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.
Top 10 AI Challenges for Cybersecurity
Technical overview of AI cybersecurity risks: automated attacks, deepfakes, adversarial examples, privacy and data security, ethics, legal challenges, and system fragility.
RZ/V2M Vision-AI Microprocessor Datasheet
RZ/V2M SoC with DRP-AI (≈1.0 TOPS/W), multi?stream ISP and face/human detection engine, dual Cortex?A53, H.265 codec and USB/PCIe/GigE I/O for low?power vision AI.
Redefining Industrial Machine Vision
Explore how machine vision, powered by AI, transforms industries with automation, safety, and efficiency in manufacturing and beyond.
TI EVM-ARC-AFE Module: Features and Applications
TI EVM-ARC-AFE evaluation module: 4-channel analog front end for AI-based DC arc detection in solar systems, supports data labeling and C2000 controlCARDs.
RDK-Powered Navigation Glasses for the Visually Impaired
Intelligent Tongxing navigation glasses use YOLOv8 for real-time object detection and ROS2-based communication to deliver low-latency spoken navigation for visually impaired users.
RZ/V2MA Vision AI Microprocessor Datasheet
RZ/V2MA microprocessor with DRP-AI accelerator: low-power, real-time vision AI and OpenCV preprocessing on-chip, with CPU, DDR, PCIe, USB3, GigE and high-speed I/Os.
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.
17 Common Machine Learning Algorithms
Overview of machine learning algorithms and learning paradigms, detailing 17 algorithm families, applications, strengths, and limitations for engineers.
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.
Ferroelectric Memory SF25C20/SF25C512 for AI Edge Computing
Ferroelectric memory SF25C20/SF25C512: nonvolatile, low-power, high-endurance storage for AI model parameters in edge devices.
Greg Wilson on Public Sector AI Responsibility
Microsoft’s government CTO details public sector AI adoption, cloud migration, ethical AI governance, and cybersecurity practices to enable secure, data-driven government services.
RDK X3 Chess Robot Development Diary
Autonomous chess robot integrating board recognition, manipulator control, voice interaction, and navigation on RDK X3 with TROS-based node architecture.
10 Core Concepts of Large Models
Summary of ten core concepts for efficient AI large models, covering model variants, parameters, context length, tokens, distillation and quantization.
AI, Machine Learning, and Edge AI: Concepts and Applications
Overview of machine learning paradigms, deep learning fundamentals, and Edge AI deployment—advantages, use cases, and implications for low-latency, on-device processing.
Predicting Fall Risk with Computer Vision and ML
Study summary: Azure Kinect computer vision and machine learning for gait recognition—classifying normal, pelvic obliquity, and knee hyperextension; SVM/KNN top accuracy.
VLM Lets RDK X5 Follow 'Walk' and Avoid Obstacles
Hierarchical reinforcement learning framework where a vision-language model outputs intermediate instructions and low-level RL maps them to morphology-specific robot actions.
AI Patrol Robot for Red Imported Fire Ant Control
AI-vision and autonomous navigation robot for detecting red imported fire ant nests and performing targeted bait deployment using LIO-SAM SLAM and YOLO-SRC detection.
Guide to Machine Learning Basics
Learn the basics of machine learning, types, key concepts like overfitting, and practical examples like wine classification.
Taisei Case Study: Image Privacy for AI Development
Deep Natural Anonymization (DNAT) replaces faces and plates with synthetic overlays, preserving age/gender for GDPR-compliant privacy and real-time 24 FPS edge processing.