Post by Mihiri Lakmini
Mechanical and Manufacturing Engineering undergraduate University of Ruhuna | Tutor
š Project Showcase | Autonomous Mechatronic Robot for Product Selection and Quantity Counting As part of the ME5212 ā Mechatronics System Design module at the Department of Mechanical and Manufacturing Engineering, University of Ruhuna, our team successfully designed and developed an Autonomous Mechatronic Robot for Product Selection and Quantity Counting. š„ Team Members ⢠Deepthika I.K. ⢠Mihiri Lakmini (Lakmini S.M.) ⢠Manathunga M.M.H.A. ⢠Senarathna D.P.V.C. The project integrates robotics, computer vision, embedded systems, and artificial intelligence to automate supermarket inventory monitoring. Key Features ā Real-time product detection and counting using YOLOv8 ā QR code-based product identification ā Live stock quantity display ā Audio alerts for low inventory levels ā Integration of mechanical, electronic, and software systems into a complete mechatronic solution My Contributions ⢠Participated in the project planning and mechanical design selection. ⢠Contributed to the design of the rack-and-pinion camera movement mechanism. ⢠Collected and prepared image datasets for AI model training. ⢠Developed the Arduino-based motor control system using a DC motor with an encoder and an L293D motor driver. ⢠Created the voice alert system and contributed to software integration, debugging, and system testing. Technologies Used š¹ Python š¹ YOLOv8 š¹ OpenCV š¹ Raspberry Pi š¹ Arduino Uno š¹ QR Code Recognition š¹ SolidWorks š¹ Tinkercad š¹ Fritzing Working on this project strengthened my skills in mechatronics, robotics, embedded systems, AI-based computer vision, mechanical design, and collaborative engineering. It was a valuable opportunity to apply classroom knowledge to solve a practical engineering problem through teamwork. š„ Attached is an animation demonstrating the working principle of our proposed system. #Mechatronics #Robotics #ArtificialIntelligence #ComputerVision #YOLO #Python #Arduino #RaspberryPi #SolidWorks #Engineering #UniversityOfRuhuna #MechanicalEngineering
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