sidd

Image processing and photogrammetry routines for satellite and UAV imagery. Sensor models, tiling, orthorectification, and feature management.

Interacting with SAR data in standard formats in Python

Computationally efficient neural architecture search for image denoising — RL controller + weight sharing on a DHDN search space with JS-divergence-guided dataset subsampling. Published in IEEE Access (2025).

Loss-controlled Noise2Noise study: the training pair distribution, not the loss function, carries the inductive bias. Code + per-image metric dumps.