Arc-Mode Classification + PyQt GUI
Deep LearningComputer VisionPython
Deep-learning pipeline that classifies arc appearance modes from high-speed video, with a PyQt analysis GUI.
Projects
A collection of data science and machine learning projects that solve real-world problems.
Moving-Object Classification from a Single Line
Deep LearningComputer Vision
Deep CNN that classifies vehicles using only single-line pixel input from traffic videos.
ESRGAN-MultiBand: Sentinel-2 Super-Resolution
Deep LearningComputer Vision
Super-resolution for multiband satellite imagery — adapted ESRGAN with domain-specific perceptual loss.
Synthetic DSM Generation with Stable Diffusion
Deep LearningComputer VisionPython
Master thesis with DLR — generative CV models that synthesize Digital Surface Models from DTM and building-mask inputs.