README.md

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license: bsd
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Here you find models for inpainting diffraction images using Mixed Scale Dense Networks.

These models are to be used with the dlsia library:

http://dlsia.readthedocs.io

This model and data description is asspociated with the final version of this paper:

DLSIA: Deep Learning for Scientific Image Analysis
Eric J Roberts, Tanny Chavez, Alexander Hexemer, Petrus H. Zwart
https://arxiv.org/abs/2308.02559

and is described in detail in this paper:

A comparison of deep-learning-based inpainting techniques for experimental X-ray scattering
T. Chavez, E. J. Roberts, P. H. Zwart and A. Hexemer
https://doi.org/10.1107/S1600576722007105