Imbalance classiifcation

  • MSE loss with outlying label
  • Maximizing false cross-entropy for long-tailed classification





to my github


to my github

Biolodical imaging

  • Automatic preprocessing for cell segmentation
  • Cell image segmentation using image translation


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to my github


to my github

Medical imaging

  • Classification and visual explanation for COVID-19 pneumonia
  • Automatic classification of pancreatic cancer and analysis of video frames





to my github

Action recognision and visualization

  • Pitching classification and habit detection
  • Classifying physical activity in free-living preschool children



Material imaging
  • Automatic quantitative evaluation of analysis images using deep learning