openspyrit/spyrit

A Python toolbox for deep image reconstruction, with emphasis on single-pixel imaging.

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/ 100
Established

This tool helps scientists and researchers reconstruct high-quality images from sparse or incomplete data, especially when using single-pixel imaging techniques. You input raw measurement data from a single-pixel camera or similar system, and it outputs a fully reconstructed image. This is for researchers in fields like optics, microscopy, and medical imaging.

Use this if you need to transform low-resolution, single-pixel measurements into clear, detailed images.

Not ideal if you are working with traditional camera images or require extremely fast, real-time image processing without deep learning.

single-pixel-imaging image-reconstruction computational-imaging optical-engineering biomedical-imaging
No Package No Dependents
Maintenance 10 / 25
Adoption 8 / 25
Maturity 16 / 25
Community 18 / 25

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Stars

62

Forks

16

Language

Python

License

LGPL-3.0

Last pushed

Mar 09, 2026

Commits (30d)

0

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