Alternatives and similar repositories for unet

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

• gvtulder / elasticdeform
  Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).
  ☆192Updated 8 months ago
• zyl200846 / 3D-UNet-PyTorch-Implementation
  The implementation of 3D-UNet using PyTorch
  ☆101Updated 8 months ago
• perslev / MultiPlanarUNet
  Multi-Planar UNet for autonomous segmentation of 3D medical images
  ☆196Updated 2 years ago
• balbasty / nitorch
  Neuroimaging in PyTorch
  ☆99Updated 3 weeks ago
• cosmic-cortex / pytorch-UNet
  2D and 3D UNet implementation in PyTorch.
  ☆163Updated last year
• jinh0park / pytorch-ssim-3D
  pytorch structural similarity (SSIM) loss for 3D images
  ☆75Updated 6 years ago
• AmigoLab / SynthAnatomy
  VQ-VAE + Transformer based synthesis of 3D anatomical imaging data
  ☆62Updated 3 years ago
• yuta-hi / pytorch_bayesian_unet
  Migrate to PyTorch. Re-implementation of Bayesian Convolutional Neural Networks (BCNNs)
  ☆59Updated 5 years ago
• fepegar / highresnet
  PyTorch implementation of HighRes3DNet
  ☆55Updated 3 months ago
• johschmidt42 / PyTorch-2D-3D-UNet-Tutorial
  ☆126Updated 2 years ago
• yuta-hi / bayesian_unet
  Chainer implementation of Bayesian Convolutional Neural Networks (BCNNs)
  ☆51Updated 5 years ago
• ZFTurbo / segmentation_models_3D
  Set of models for segmentation of 3D volumes
  ☆135Updated last year
• MIC-DKFZ / basic_unet_example
  An example project of how to use a U-Net for segmentation on medical images with PyTorch.
  ☆150Updated last year
• tueimage / gryds
  A Python package for geometric transformations of images for data augmentation in deep learning
  ☆68Updated 6 years ago
• NKI-AI / direct
  Deep learning framework for MRI reconstruction
  ☆289Updated last week
• HealthML / self-supervised-3d-tasks
  ☆191Updated 3 years ago
• rundherum / pymia
  pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis
  ☆61Updated 11 months ago
• junyuchen245 / ViT-V-Net_for_3D_Image_Registration_Pytorch
  Vision Transformer for 3D medical image registration (Pytorch)
  ☆337Updated 2 years ago
• MECLabTUDA / M3d-Cam
  Generation of 3D/ 2D attention maps for both classification and segmentation
  ☆326Updated 3 months ago
• tamasino52 / UNETR
  Unofficial code base for UNETR: Transformers for 3D Medical Image Segmentation
  ☆183Updated 2 years ago
• ZFTurbo / volumentations
  Library for 3D augmentations
  ☆257Updated last year
• arbellea / LSTM-UNet
  ☆87Updated 5 years ago
• VincentStimper / mclahe
  NumPy and Tensorflow implementation of the Multidimensional Contrast Limited Adaptive Histogram Equalization (MCLAHE) procedure
  ☆49Updated 3 years ago
• uncbiag / easyreg
  an image registration/augmentation/segmentation package
  ☆173Updated 2 years ago
• fepegar / staple
  Python implementation of the STAPLE segmentation algorithm
  ☆31Updated last month
• google-deepmind / surface-distance
  Library to compute surface distance based performance metrics for segmentation tasks.
  ☆581Updated 8 months ago
• aqqush / CT_BET
  Robust Brain Extraction Tool for CT Head Images
  ☆49Updated 5 years ago
• ELEKTRONN / elektronn3
  A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biome…
  ☆168Updated last year
• stefanknegt / Probabilistic-Unet-Pytorch
  A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
  ☆290Updated 6 years ago
• fitushar / 3D-Grad-CAM
  This repo contains Grad-CAM for 3D volumes.
  ☆80Updated 5 years ago