Patent ID: 11875555
Assignee: INTEL CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 16:
17. The system of 11, wherein the modified classification loss is, L
  =
  
    
      1
      N
    
    ⁢
    
      
        ∑
        
          i
          =
          0
        
        N
      
      ⁢
      
        
          (
          
            1
            -
            
              
                f
                conf
              
              ⁡
              
                [
                i
                ]
              
            
          
          )
        
        ⁢
        
          
        
        ⁢
        
          CE
          ⁡
          
            (
            
              
                
                  f
                  softmax
                
                ⁡
                
                  [
                  i
                  ]
                
              
              ,
              
                g
                ⁡
                
                  [
                  i
                  ]
                
              
            
            )
          
        
      
    
  

where L is the modified classification loss across each region i,
N is the number of regions in the space,
fconf is a function for the confidence score, and
CE is the classification loss in which g[i] is the known label for region i.