Here you find models for inpainting diffraction images using Mixed Scale Dense Networks.
These models are to be used with the dlsia library:
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