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Spectroscopic Transformer

This repository contains code for the Spectroscopic Transformer, a pixel-wise deep learning model for spectral tasks.

Subdirectories of this repository contain research code for specific publications and/or applications.

Note

A future version of this repository will provide the SpecTf model architecture as an installable package.

Dependencies

Note

Conda environment definitions will be provided in the future.

Publications

SpecTf: Transformers Enable Data-Driven Imaging Spectroscopy Cloud Detection

Jake H. Lee, Michael Kiper, David R. Thompson, Philip G. Brodrick. In Review

Preprint: https://arxiv.org/abs/2501.04916

For details see the cloud directory

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