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Project Summary

DeepInverse is an open-source PyTorch-based library for solving imaging inverse problems with deep learning. deepinv accelerates deep learning research across imaging domains, enhances research reproducibility via a common modular framework of problems and algorithms, and lowers the entrance bar to new practitioners.

Tags

ai computational-imaging computed-tomography deblurring deep-learning denoising diffusion-models image-processing image-reconstruction imaging inverse-problem medical_imaging medicalimaging mri pytorch super-resolution

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Project Security

Vulnerabilities per Version ( last 10 releases )

There are no reported vulnerabilities

Project Vulnerability Report

Security Confidence Index

Poor security track-record
Favorable security track-record

Vulnerability Exposure Index

Many reported vulnerabilities
Few reported vulnerabilities

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About Project Security

Languages

Python
100%
3 Other
<1%

30 Day Summary

Oct 5 2025 — Nov 4 2025

12 Month Summary

Nov 4 2024 — Nov 4 2025
  • 252 Commits
    Up + 117 (86%) from previous 12 months
  • 37 Contributors
    Up + 13 (54%) from previous 12 months