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
      