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Tango AI

  •  Background

       - When the bin map exhibits specific patterns, it is usually a clue that equipment             problems or process variations have occurred. 

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  • Visual inspection by engineers

      - Potential misjudgment due to human fatigue.

      - The process can incur significant personnel costs.

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  • Map classification

Developed Methods Application 

  • Step 1: Pattern Map Detection 

  • Step 2: Edge Pattern Classification 

  • Step 3: Line Pattern Detection

All CP Map

(2705)

Pattern 

(747)

No Pattern 

(1958)

Pattern 1 

(181)

Pattern 2 

Pattern 3 

Pattern 4 

(566)

(102)

(464)

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