Alternatives and similar repositories for iunets

Users that are interested in iunets are comparing it to the libraries listed below

• RobinBruegger / RevTorch
  Framework for creating (partially) reversible neural networks with PyTorch
  ☆153Updated 3 years ago
• juglab / FourierImageTransformer
  Fourier Image Transformer (FIT) can solve relevant image analysis tasks in Fourier space.
  ☆100Updated 3 years ago
• pputzky / invertible_rim
  Official Code for "Invert to Learn to Invert" that allows training of invertible networks without storing activations
  ☆37Updated 5 years ago
• seung-lab / torchfields
  A PyTorch add-on for working with image mappings and displacement fields, including Spatial Transformers
  ☆52Updated 3 years ago
• balbasty / torch-interpol
  High-order spline interpolation in PyTorch
  ☆68Updated last year
• SkafteNicki / libcpab
  CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuou…
  ☆50Updated 4 years ago
• f-dangel / unfoldNd
  (N=1,2,3)-dimensional unfold (im2col) and fold (col2im) in PyTorch
  ☆102Updated 8 months ago
• MLI-lab / Robustness-CS
  Measuring the robustness of compressive sensing methods (including deep-learning-based ones) for image reconstruction.
  ☆32Updated 4 years ago
• raghavian / cFlow
  This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…
  ☆30Updated 2 years ago
• silvandeleemput / memcnn
  PyTorch Framework for Developing Memory Efficient Deep Invertible Networks
  ☆255Updated 2 years ago
• tueimage / gryds
  A Python package for geometric transformations of images for data augmentation in deep learning
  ☆67Updated 6 years ago
• jinh0park / pytorch-ssim-3D
  pytorch structural similarity (SSIM) loss for 3D images
  ☆73Updated 6 years ago
• fepegar / unet
  "pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.
  ☆174Updated 9 months ago
• utcsilab / deepinpy
  Deep inverse problems in Python
  ☆59Updated last month
• gvtulder / elasticdeform
  Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).
  ☆192Updated 7 months ago
• zaccharieramzi / fastmri-reproducible-benchmark
  Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.
  ☆158Updated last year
• evanmy / sae
  Accepted in MIDL 2020
  ☆32Updated 4 years ago
• tmquan / RefineGAN
  ☆69Updated 6 years ago
• simongraham / dsf-cnn
  Dense Steerable Filter CNN
  ☆77Updated 2 years ago
• ExplainableML / UncerGuidedI2I
  Uncertainty Guided Progressive GANs for Medical Image Translation
  ☆54Updated 4 years ago
• lucidrains / uformer-pytorch
  Implementation of Uformer, Attention-based Unet, in Pytorch
  ☆95Updated 3 years ago
• biomedia-mira / stochastic_segmentation_networks
  Stochastic Segmentation Networks
  ☆66Updated 5 years ago
• Timsey / pg_mri
  This repository is the official implementation of: Experimental design for MRI by greedy policy search (NeurIPS, 2020).
  ☆24Updated 3 years ago
• stefanknegt / Probabilistic-Unet-Pytorch
  A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
  ☆288Updated 6 years ago
• yuta-hi / pytorch_similarity
  Similarity Measure. Re-implementation for PyTorch.
  ☆52Updated 5 years ago
• microsoft / fastmri-plus
  Data labels and scripts for fastMRI.org
  ☆90Updated 4 years ago
• tychovdo / RevGAN
  RevGAN implementation in PyTorch. We extend the Pix2pix and CycleGAN framework by exploring approximately invertible architectures in 2D …
  ☆85Updated 5 years ago
• mahfuzmohammad / Fixed-Point-GAN
  Official implementation of Fixed-Point GAN - ICCV 2019
  ☆100Updated 4 years ago
• jleuschn / dival
  Deep Inversion Validation Library
  ☆80Updated 7 months ago
• abnan / DRMIME
  DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration
  ☆46Updated 5 years ago