Displace-DCN

- Datasets (source) OPERA CSLC-S1: from ASF Vertex, https://search.asf.alaska.edu/ - Software Deep learning: TensorFlow's Keras (version 2.13.1; recommended installation with 'pip install tensorflow[and-cuda]==2.13.1') - Relevant Code https://github.com/smuinsar/DeepLearning/tree/main/Displace-DCN - Description of Contents dataset_handle.ipynb: jupyter notebook to handle datasets for deep learning Includes ~50K training, validation, and test sets. ~70GB separate binary files can be downloaded via Box. The downloaded files can be reassembled to a single HDF5 file. Each set consists of 256×256 reference (non-displaced) and secondary (displaced) amplitude image chips along with x- and y-direction displacements.