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computational-imaging

Here are 102 public repositories matching this topic...

deepinv / deepinv

DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning

deep-learning image-reconstruction pytorch mri medical-imaging tomography microscopy super-resolution computational-imaging deblurring denoising self-supervised diffusion-models plug-and-play-priors unrolled-algorithms

Updated Nov 12, 2026
Python

vccimaging / DeepLens

Differentiable optical lens simulator for end-to-end computational imaging.

optics ray-tracing computational-imaging differentiable-rendering lens-design image-simulation optical-simulation differentiable-optics end-to-end-imaging

Updated Nov 8, 2026
Python

odak

kaanaksit / odak

Scientific computing library for optics, computer graphics and visual perception.

Updated Nov 9, 2026
Python

Guaishou74851 / IDM

(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]

python deep-neural-networks computer-vision deep-learning compressed-sensing image-reconstruction pytorch computational-imaging image-restoration invertible-neural-networks compressive-sensing diffusion-models deep-unfolding algorithm-unrolling single-pixel-imaging deep-unrolling deep-unfolding-model compressive-sampling

Updated Mar 9, 2025
Python

lanl / scico

Scientific Computational Imaging COde

optimization admm proximal-algorithms proximal-operators inverse-problems convex-optimization computational-imaging fista total-variation jax plug-and-play-priors

Updated Nov 9, 2026
Python

shwbaek / pado

Pado: Pytorch Automatic Differentiable Optics

optics computational-imaging computational-display

Updated Sep 28, 2026
Python

pyxu-org / pyxu

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

Updated Apr 2, 2025
Python

Guaishou74851 / PCNet

(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]

python deep-neural-networks computer-vision deep-learning compressed-sensing image-reconstruction pytorch computational-imaging image-restoration compressive-sensing deep-unfolding algorithm-unrolling single-pixel-imaging sampling-matrix compressive-sampling structural-reparameterization

Updated Mar 9, 2025
Python

DFlat-tensorflow

DeanHazineh / DFlat-tensorflow

(Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.

tensorflow end-to-end computational-imaging diffraction fourier-optics metasurface

Updated Feb 7, 2024
Python

aangelopoulos / im2im-uq

Image-to-image regression with uncertainty quantification in PyTorch. Take any dataset and train a model to regress images to images with rigorous, distribution-free uncertainty quantification.

machine-learning computational-biology pytorch uncertainty mri unet microscopy uncertainty-quantification uncertainty-estimation biomedical-image-processing computational-imaging biomedical-data-science quantile-regression image-to-image-translation

Updated Feb 23, 2023
Python

Neural-Litho / Neural-Lithography

Official implementation of Neural Lithography (SIGGRAPH Asia 2023)

design computer-vision artificial-intelligence manufacturing computational-imaging sim2real digital-twin real2sim digital-manufacturing ai-for-science world-model physics-informed-machine-learning lithograhy

Updated Mar 15, 2025
Python

rmcao / nstm

🚀⏱️ Official implementation for "neural space-time model for dynamic multi-shot imaging"

dynamics motion inverse-problems computational-imaging spatio-temporal motion-tracking implicit-neural-representation

Updated Nov 24, 2025
Python

hexane360 / phaser

A fully-featured package for multislice electron ptychography

physics microscopy computational-imaging tem ptychography 4dstem

Updated Nov 12, 2026
Python

MRSRL / dl-cs

Compressed Sensing: From Research to Clinical Practice with Data-Driven Learning

deep-learning compressed-sensing tensorflow inverse-problems computational-imaging mri-reconstruction

Updated Mar 20, 2019
Python

nadeemlab / CIR

Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]

python deep-learning medical-imaging feature-extraction cancer-imaging-research computational-imaging radiomics interpretability radiomics-features interpretable-deep-learning pytorch-implementation radiomics-feature-extraction medical-imaging-datasets clinical-interpretation-algorithm

Updated Feb 9, 2023
Python

BingyaoHuang / CompenNet

[CVPR'19] End-to-end Projector Photometric Compensation

computer-vision deep-learning rendering computer-graphics projector computational-imaging procam cvpr2019

Updated Dec 15, 2025
Python

cbasedlf / single_pixel_demo

Demo for single-pixel imaging using Hadamard functions as sensing basis. Matlab/Python implementations

python matlab optics computational-imaging photonics single-pixel-camera single-pixel digital-micromirror-device

Updated Jul 31, 2023
Python

radiuma-com / PySERA

PySERA – Open-Source Standardized Python Library for Automated, Scalable, and Reproducible Handcrafted and Deep Radiomics

python api gui medical-imaging cancer-imaging-research batch-processing 3d-slicer computational-imaging ram-optimization ibsi pysera handcrafted-radiomics deep-learning-radiomics medical-imaging-quantitative-analysis integratable-radiomics-feature-extraction-library cpu-efficient-parallel-processing oop-architecture

Updated Sep 2, 2026
Python

tuvovan / RFDNet-ImageSuperResolution

Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution

computer-vision deep-learning tensorflow keras convolutional-neural-networks computational-imaging image-enhancement image-super-resolution tensorflow2

Updated Apr 5, 2022
Python

AdvancedPhotonSource / pty-chi

Pty-Chi is a Python library for ptychographic image reconstruction.

image-reconstruction pytorch imaging computational-imaging phase-retrieval ptychography coherent-diffraction-imaging

Updated Nov 10, 2026
Python

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