Visual Defect Inspection for Automobile Industry

Project Title

Visual Defect Inspection for Automobile Industry

Project Area of Specialization RoboticsProject Summary

The machine is designed that is able to visually inspect surface area of a product of automobile industry and highlight the defected items and sort out the good product and discard the defective pieces.

Project Objectives

PROJECT OBJECTIVES

1. Visualization
2. Inspection 
3. Detection 
4. Sorting 

Project Implementation Method

Project Implementation Method:

• asses the project plan
• execute the plan
• make changes as needed 
• analyze the project 
• gather feedback
• provide final reports

Benefits of the Project

A well-achieved visual inspection provides a reduction in the amount of repairs to the weld, leading to greater production of the other non-destructive tests and therefore decreasing the cost of production.

Technical Details of Final Deliverable

An image processing subsystem is proposed to detect possible defects in the image. Firstly, image preprocessing is a necessary procedure to highlight defects area from the image background. Effective image processing process will improve the efficiency and accuracy of algorithms. Secondly, defect binarization process is applied which is the process of extracting defect areas from the equipment. This will help to detect micro-defects. And with feature extraction image accuracy can be improved for detection.

Final Deliverable of the Project HW/SW integrated systemCore Industry ManufacturingOther IndustriesCore Technology Internet of Things (IoT)Other TechnologiesSustainable Development Goals Reduced InequalityRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	60100
Raspberry pi 3b+	Equipment	1	28000	28000
servo motor	Equipment	2	3000	6000
stepper driver	Equipment	2	1300	2600
Logitech Cameras	Equipment	2	3000	6000
stepper motor	Equipment	1	1000	1000
Structure design frame	Equipment	1	10000	10000
wires cables	Equipment	1	1000	1000
power supply 12v 5A	Equipment	1	500	500
webhosting	Miscellaneous	1	2000	2000
others	Miscellaneous	1	3000	3000