Vijit Dua

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KAIST

KAIST

Deep Learning Researcher

July 2024 - July 2024

0 Deep Learning Knowledge -> U-Net satellite segmentation; F1 = 0.73

Research Paper

Details

  • 1 of 18 students selected globally; developed U-Net based satellite image segmentation models using PyTorch & NumPy
  • Trained on ~10k images (SpaceNet/Massachusetts), achieving an F1 score of 0.73 (exceeding ~0.70 benchmarks)

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Entered the program with no prior deep learning experience; ramped from fundamentals to implementing U-Net architectures within weeks.
Last updated: June 22, 2026