Miguel Boland ¹, Dr. Edward A.K. Cohen ¹, Dr. Seth Flaxman¹ & Professor Mark Neil ²

¹Imperial College London, Faculty of Natural Sciences, Department of Mathematics ²Imperial College London, Faculty of Natural Sciences, Department of Physics

Imperial College London

https://arxiv.org/pdf/2009.02264v3.pdf

The code in this repository is organised as follows:

Contains all code required to generate the training data used in our experiment, in both raw SIM image stacks (inputs) and a high resolution confocal output image (target)

Contains all code required to generate training data from existing TIFF files, and produce a trained RCAN model on this data.

Contains code required to run the RCAN models on a set of test images, and generate comparison metrics with SIM reconstructions and simulated high-resolution target data.