#sensor fusion
133 related articles
·6 min
AI Application Engineer Interview Guide: Core Topics in Model Quantization and Inference Deployment
A systematic review of must-know topics for AI Application Engineer interviews: PTQ/QAT quantization, operator fusion, inference pipelines, latency/throughput analysis, and edge deployment of detection/segmentation/BEV models.
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·2 min
Ego Vision: A Deep Dive into the YOLO11-Based Driving Action Prediction System
Ego Vision is an open-source autonomous driving perception project integrating YOLO11, ByteTrack, and Depth Anything V2 to predict GO/SLOW DOWN/STOP/EMERGENCY BRAKE actions.
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·2 min
ROS2 for Beginners: The Essential Framework for Robot Development
A complete introduction to ROS2 for beginners: what ROS is, how ROS1 and ROS2 differ, and how to choose the right version to kickstart your robot development journey.
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·2 min
Getting Started with ROS2: What Is a Robot Operating System, and How Does It Differ from ROS1?
A beginner's guide to ROS2: what ROS really is (an SDK, not a traditional OS), how ROS1 and ROS2 differ, and how to choose the right version to start robot development.
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·4 min
AMD Ryzen AI Halo Real-World Test: Can a Non-Programmer Use Local AI to Write Code?
A non-programmer tests AMD Ryzen AI Halo by deploying local AI models to tackle a real dev task. After testing Ollama and Qwen3, the verdict: AI amplifies developers, it doesn't replace them.
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·3 min
Building Real-Time 3D Digital Twin Wind Farms with Microsoft Fabric: AI Conversation + LIDAR Terrain + Telemetry Fusion
A wind farm digital twin built on Microsoft Fabric and Azure AI Foundry, fusing Finnish LIDAR terrain, real-time telemetry, and conversational AI for smart industrial operations.
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·2 min
LeRobot 3D: Building 3D Spatial Perception and Manipulation for the SO101 Robot
LeRobot 3D is an open-source project adding 3D spatial perception to the SO101 robot, featuring multi-camera point cloud fusion, forward kinematics, ICP calibration, and browser-based visualization.
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·6 min
Multimodal and Embodied Intelligence: A Comprehensive Look at Progress, Pitfalls, and Opportunities
At the Microsoft Research India summit, top experts explore the real progress of multimodal AI and embodied intelligence: fusing classical robotics with large models, healthcare AI deployment challenges, perceptual bottlenecks in reasoning, and possibilities beyond scaling.
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·2 min
Carmack × Sutton: Teaching AI Robots to Play Atari in the Real World
John Carmack and Turing Award winner Richard Sutton co-founded Keen Technologies. Their debut paper Physical Atari has robots playing real Atari games via cameras and mechanical controllers in real time.
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·2 min
Mistral's First Embodied Navigation Model: Single Camera Outperforms LiDAR Solutions
Mistral launches its first embodied navigation model: 8B parameters, single RGB camera, 76.6% success rate in unseen environments — beating LiDAR-based multi-sensor systems.
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·2 min
A Quadruped Robot Lifts Its Foot 4mm: The Full Breakdown of Servo Load and Mechanical Challenges
Behind the Cubic Doggo 06R quadruped robot's 4mm foot lift: 70% servo load, the weight-vs-rigidity dilemma, and a roadmap from mechanical prototype to reinforcement learning.
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·3 min
DIY Two-Wheel Self-Balancing Robot from PVC Pipe: A Complete ESP32 + LoRa Build Guide
A self-taught maker built a two-wheel self-balancing rover from PVC pipe using ESP32 and LoRa, with a custom handheld controller. Full breakdown of hardware, PID control, and firmware.
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·2 min
AI Image Generation Showdown: ZIT vs. Krea2T vs. Ideogram 4 — A Real-World Comparison
A deep-dive comparison of ZIT, Krea2T, and Ideogram 4 AI image generators, benchmarked against real photography across realism, prompt adherence, lighting, and more.
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Is LLM the Wrong Foundation for Robot …
·3 min
Is LLM the Wrong Foundation for Robot Intelligence? The Great Debate in Embodied AI
Robotics researcher Ranjay Krishna challenges LLMs as the foundation for robot intelligence. Is language an unnecessary layer between perception and action? A deep dive into VLA models vs. end-to-end architectures.
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·3 min
Eulerian Motion Guidance: A New Solution for Long-Sequence Drift in Image Animation
Eulerian Motion Guidance fixes long-sequence drift in image animation via adjacent-frame supervision and bidirectional geometric consistency, achieving FVD 76.18 and 2.7× faster training.
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·3 min
Sony RX10 V Superzoom Deep Dive: Stacked Sensor + 25x Zoom Mark a Major Upgrade
Sony revives the RX10 series after nine years with the RX10 V — featuring a new 1-inch stacked CMOS sensor and Zeiss 24-600mm f/2.4-4 lens. Full specs breakdown inside.
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·7 min
Building a Published App with Zero Code in Four Days: A Complete HarmonyOS Development Journey
A tech blogger with zero programming knowledge built a retro DV app in four days using AI tools like Cursor and Codex, and got it published on Huawei App Gallery. A full vibe coding walkthrough.
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American Woman Rows Solo Across the Pa…
·2 min
American Woman Rows Solo Across the Pacific: A 3,800-Kilometer Feat of Solitude
An American woman rowed solo about 3,800 km across the Pacific from California to Hawaii, making history. A deep look at the tech, psychology, and human-machine collaboration behind this extreme feat.
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·4 min
E2AM: An Open-Source Tool to Quantify AI Training Energy Consumption and Carbon Emissions in Two Lines of Code
E2AM is a Green AI open-source tool that monitors AI model training energy use, carbon emissions, and accuracy-per-joule metrics in just two lines of code. Supports PyTorch and Hugging Face, runs locally with no server needed.
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·4 min
DIY Robot Lamp Full-Body Motion Test: A Firsthand Account from Components to Coordinated Movement
A maker builds a DIY robot lamp with Robstride actuators, completing its first full-body joint motion test. This article breaks down hardware selection, trajectory planning, PID tuning, and more.
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