MULTIFUNCTIONAL ROBOT USING COMPUTER VISION: COMPUTER VISION - Softcover

Ranganathan, Arivazhagan; Rajendiran, Pandiyarajan

 
9786208440091: MULTIFUNCTIONAL ROBOT USING COMPUTER VISION: COMPUTER VISION
Softcover
ISBN 10: 6208440092 ISBN 13: 9786208440091
Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

The Book titled "Multi Functional Robot Using Computer Vision" presents the development of an advanced robotic system designed to perform tasks such as object detection, recognition, and manipulation using computer vision. The robot, built by a team of Mechatronics Engineering students, integrates hardware components like the Raspberry Pi 4, L298N motor drivers, servo motors, and mecanum wheels for omnidirectional movement. Powered by Python-based algorithms, OpenCV, and ROS (Robot Operating System), the robot employs YOLOv3 for real-time object detection and ORB-SLAM for navigation and mapping. The 5-degree-of-freedom robotic arm enables precise object manipulation, while torque and power calculations ensure optimal performance. Testing demonstrated an 80% success rate in grasping and less than 5% error in navigation. The project highlights the potential of computer vision in robotics, with future enhancements including 3D reconstruction, machine learning integration, and a user-friendly GUI. This work contributes to the advancement of autonomous robotic systems for industrial and logistical applications.

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Über die Autorin bzw. den Autor

Accademico e ricercatore esperto nel campo dell'ingegneria energetica, con un forte background nell'analisi termica, nella CFD e nella conservazione dell'energia degli edifici. Con oltre 9 anni di esperienza, ho ricoperto il ruolo di docente, assistente e ricercatore junior, impegnandomi nell'insegnamento, nella ricerca e nel coordinamento accademico.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6208440092
ISBN 13 
9786208440091
Einband
Taschenbuch
Anzahl der Seiten
60
Kontakt zum Hersteller
Fastbook Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland