Computer Vision Course
This course equips you with advanced computer vision skills tailored for PCB quality inspection in electronics manufacturing. Delve into imaging fundamentals, dataset preparation, cutting-edge YOLO for detection and U-Net for segmentation, alongside deployment strategies, real-time monitoring, and performance optimisation to create efficient, robust systems that ensure high-quality production standards.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain expertise in building complete PCB inspection systems using computer vision. Master image capture, optics setup, lighting techniques, preprocessing methods, dataset creation, labelling strategies, data augmentation, board localisation, defect identification via segmentation, and final processing steps. Additionally, explore model deployment, system monitoring, performance assessment, and ongoing enhancements to develop precise and dependable visual inspection workflows swiftly.
Elevify advantages
Develop skills
- Design effective PCB vision datasets by labelling, augmenting, and balancing real and synthetic data.
- Implement reliable board detection using traditional computer vision and YOLO-based methods.
- Develop comprehensive defect detection pipelines for small components, segmentation, and rule-based analysis.
- Optimise models for deployment with quantisation, edge computing, and real-time adjustments.
- Manage production vision systems through drift monitoring, KPI tracking, and secure rollback procedures.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.

Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.

Giulio CarloPrompt Engineering Student
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