Deep Learning Researcher
KAIST
July 2024 - July 2024
0 Deep Learning Knowledge -> U-Net satellite segmentation; F1 = 0.73
Details
- Selected as 1 of 18 students globally for a competitive research program; Developed satellite image segmentation models using U-Net and Attention U-Net in PyTorch and NumPy.
- Trained and evaluated models on ~10k images from SpaceNet and Massachusetts datasets, achieving an F1 score of 0.73, exceeding common benchmark performance (~0.70).
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