Autonomous Drones II: Robotic, Computer Vision, AI - Couverture souple
Livre 2 sur 2: Autonomous Drones
Synopsis
You have mastered the fundamentals (Volume 1). Now it is time to take it to the next level: intelligent autonomy.
This book teaches you how to integrate robotics, computer vision, and artificial intelligence into real drones. Perfect for engineers looking to specialise in autonomous perception.
Chapter 1 — ROS2 and Robotic Architecture
- The de facto operating system in professional robotics.
- Nodes, topics, messages — decentralised architecture.
- Ardupilot + ROS2 integration (MAVLink bridge).
- Nav2: 3D autonomous navigation stack.
- Simulation with Gazebo + SITL.
Chapter 2 — Computer Vision and Object Detection
- OpenCV: real-time image processing.
- YOLOv8: ultra-fast detection (45 FPS on GPU).
- Classical methods vs. Deep Learning.
- Integration with ROS2 (image publishers/subscribers).
- Real-world use cases: detection of people, vehicles, points of interest.
Chapter 3 — AI in Drones
- Edge Computing: processing on the drone, not in the cloud.
- Jetson line (Nano → Orin): selection based on latency and budget.
- Latency less than 100ms: mandatory for autonomous flight.
- TensorRT: 2-3x acceleration of NN models.
- Complete architecture: Jetson + ROS2 + Ardupilot + vision.
Key Features:
- 246 pages of applied content.
- Ready-to-use Python/C++ code.
- 20+ graphs and flow diagrams.
- Compatible with hardware: Jetson Nano, Orin NX, RTX.
- Preparation for research/commercial drones.
Prerequisites:
- Familiarity with Python (Appendix A2).
- Drone concepts (Volume 1).
- Ubuntu 22.04 recommended.
Who is it for?
- Engineers specialising in robotic autonomy.
- Researchers in computer vision.
- AI drone startups.
- Makers who want "intelligent" drones.
From object detection to autonomous decision-making, you will learn the complete stack of intelligent drones.
All examples, practices, exercises and exams are solved and available on GitHub:
https://github.com/DroneBooks/AutonomousDrones
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
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Paperback. Etat : new. Paperback. You have mastered the fundamentals (Volume 1). Now it is time to take it to the next level: intelligent autonomy.This book teaches you how to integrate robotics, computer vision, and artificial intelligence into real drones. Perfect for engineers looking to specialise in autonomous perception.Chapter 1 - ROS2 and Robotic Architecture- The de facto operating system in professional robotics.- Nodes, topics, messages - decentralised architecture.- Ardupilot + ROS2 integration (MAVLink bridge).- Nav2: 3D autonomous navigation stack.- Simulation with Gazebo + SITL.Chapter 2 - Computer Vision and Object Detection- OpenCV: real-time image processing.- YOLOv8: ultra-fast detection (45 FPS on GPU).- Classical methods vs. Deep Learning.- Integration with ROS2 (image publishers/subscribers).- Real-world use cases: detection of people, vehicles, points of interest.Chapter 3 - AI in Drones- Edge Computing: processing on the drone, not in the cloud.- Jetson line (Nano Orin): selection based on latency and budget.- Latency - TensorRT: 2-3x acceleration of NN models.- Complete architecture: Jetson + ROS2 + Ardupilot + vision.Key Features: - 246 pages of applied content.- Ready-to-use Python/C++ code.- 20+ graphs and flow diagrams.- Compatible with hardware: Jetson Nano, Orin NX, RTX.- Preparation for research/commercial drones.Prerequisites: - Familiarity with Python (Appendix A2).- Drone concepts (Volume 1).- Ubuntu 22.04 recommended.Who is it for?- Engineers specialising in robotic autonomy.- Researchers in computer vision.- AI drone startups.- Makers who want "intelligent" drones.From object detection to autonomous decision-making, you will learn the complete stack of intelligent drones.All examples, practices, exercises and exams are solved and available on GitHub: Take your drones to the next level with ROS2, computer vision (YOLOv8, OpenCV) and embedded AI on Jetson. Complete stack for intelligent autonomy. Python/C++ code and architecture diagrams. Source code available on GitHub. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. N° de réf. du vendeur 9788409871711
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Autonomous Drones II (Paperback)
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Paperback. Etat : new. Paperback. You have mastered the fundamentals (Volume 1). Now it is time to take it to the next level: intelligent autonomy.This book teaches you how to integrate robotics, computer vision, and artificial intelligence into real drones. Perfect for engineers looking to specialise in autonomous perception.Chapter 1 - ROS2 and Robotic Architecture- The de facto operating system in professional robotics.- Nodes, topics, messages - decentralised architecture.- Ardupilot + ROS2 integration (MAVLink bridge).- Nav2: 3D autonomous navigation stack.- Simulation with Gazebo + SITL.Chapter 2 - Computer Vision and Object Detection- OpenCV: real-time image processing.- YOLOv8: ultra-fast detection (45 FPS on GPU).- Classical methods vs. Deep Learning.- Integration with ROS2 (image publishers/subscribers).- Real-world use cases: detection of people, vehicles, points of interest.Chapter 3 - AI in Drones- Edge Computing: processing on the drone, not in the cloud.- Jetson line (Nano Orin): selection based on latency and budget.- Latency - TensorRT: 2-3x acceleration of NN models.- Complete architecture: Jetson + ROS2 + Ardupilot + vision.Key Features: - 246 pages of applied content.- Ready-to-use Python/C++ code.- 20+ graphs and flow diagrams.- Compatible with hardware: Jetson Nano, Orin NX, RTX.- Preparation for research/commercial drones.Prerequisites: - Familiarity with Python (Appendix A2).- Drone concepts (Volume 1).- Ubuntu 22.04 recommended.Who is it for?- Engineers specialising in robotic autonomy.- Researchers in computer vision.- AI drone startups.- Makers who want "intelligent" drones.From object detection to autonomous decision-making, you will learn the complete stack of intelligent drones.All examples, practices, exercises and exams are solved and available on GitHub: Take your drones to the next level with ROS2, computer vision (YOLOv8, OpenCV) and embedded AI on Jetson. Complete stack for intelligent autonomy. Python/C++ code and architecture diagrams. Source code available on GitHub. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. N° de réf. du vendeur 9788409871711
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Autonomous Drones II | Robotics, Computer Vision, AI
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Taschenbuch. Etat : Neu. Autonomous Drones II | Robotics, Computer Vision, AI | Daniel Martinez Gonzalez | Taschenbuch | Autonomous Drones | Englisch | 2026 | DroneBooks | EAN 9788409871711 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand. N° de réf. du vendeur 135496751
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