Placement inspection using Deep Learning
Topics
Deep Learning
Position Detection
Completeness Check
Industries
Electronics
Application and Solution
Poorly positioned, incorrect or bent components on an assembled circuit board are difficult to detect with conventional image processing. Using Deep Learning, classification and error detection is much more reliable, even with a small amount of training data.
Tasks
- Checking the correct assembly of printed circuit boards
- Positioning
- Completeness check
- Detection of faulty components
Benefits