Visual Defect Inspection for Automobile Industry
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.
2025-06-28 16:29:58 - Adil Khan
Visual Defect Inspection for Automobile Industry
Project Area of Specialization RoboticsProject SummaryThe 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 ObjectivesPROJECT OBJECTIVES
- Visualization
- Inspection
- Detection
- Sorting
Project Implementation Method:
- asses the project plan
- execute the plan
- make changes as needed
- analyze the project
- gather feedback
- provide final reports
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 DeliverableAn 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 |