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MULTIFUNCTIONAL ROBOT USING COMPUTER VISION
Angleščina
89 b
30 dni za vračilo blaga
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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