Projects

Machine Learning Projects

Manufacturing and Industrial Analysis

  • OCR on Industrial Sites 
f559950454e5d38b8deae4b10288e2df_1714925214_5635.png
f559950454e5d38b8deae4b10288e2df_1714925217_357.png
f559950454e5d38b8deae4b10288e2df_1714925220_8894.png
 
  • Welding Defect Analysis with Computer Vision
f559950454e5d38b8deae4b10288e2df_1714925281_4957.png

Corresponding Youtube Links: 

  • Vision-based Quality Analysis

f559950454e5d38b8deae4b10288e2df_1714925335_2044.png
f559950454e5d38b8deae4b10288e2df_1714925339_1198.png
f559950454e5d38b8deae4b10288e2df_1714925342_9773.png
f559950454e5d38b8deae4b10288e2df_1714925345_1144.png
f559950454e5d38b8deae4b10288e2df_1714925349_0545.png
  • Defect Analysis on Product Pathway

f559950454e5d38b8deae4b10288e2df_1714925422_0381.png
f559950454e5d38b8deae4b10288e2df_1714925425_0219.png 

  • Virtual Metrology on Critical Dimension of Display
f559950454e5d38b8deae4b10288e2df_1714926158_958.png

  • Defect Analysis with Human Annotation and Active Learning
f559950454e5d38b8deae4b10288e2df_1714925588_4578.png
  • Wafer Defect Clustering and Analysis
Publication Citation: Lee, J. H., Moon, I. C., & Oh, R. (2021). Similarity Search on Wafer Bin Map Through Nonparametric and Hierarchical Clustering. IEEE Transactions on Semiconductor Manufacturing, 34(4), 464–474

f559950454e5d38b8deae4b10288e2df_1714925631_0705.png        f559950454e5d38b8deae4b10288e2df_1714925633_309.png
f559950454e5d38b8deae4b10288e2df_1714925635_6404.png