Alternatives and similar repositories for volumentations:

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

• ashawkey / volumentations
  3D volume data augmentation package inspired by albumentations
  ☆79Updated 5 years ago
• ZFTurbo / segmentation_models_3D
  Set of models for segmentation of 3D volumes
  ☆127Updated 6 months ago
• shijianjian / EfficientNet-PyTorch-3D
  A PyTorch implementation of EfficientNet
  ☆167Updated last year
• jocpae / clDice
  ☆221Updated 11 months ago
• ZFTurbo / classification_models_3D
  Set of models for classifcation of 3D volumes
  ☆159Updated 8 months ago
• HealthML / self-supervised-3d-tasks
  ☆189Updated 2 years ago
• M3DV / ACSConv
  [IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
  ☆169Updated 8 months ago
• ZFTurbo / segmentation_models_pytorch_3d
  Segmentation models for 3D data with different backbones. PyTorch.
  ☆45Updated 5 months ago
• neheller / kits21
  The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge
  ☆174Updated last year
• jeya-maria-jose / KiU-Net-pytorch
  Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI
  ☆372Updated last year
• MECLabTUDA / M3d-Cam
  ☆318Updated last year
• frankkramer-lab / miseval
  a metric library for Medical Image Segmentation EVALuation
  ☆110Updated 3 months ago
• JunMa11 / SegWithDistMap
  How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
  ☆387Updated 3 years ago
• perslev / MultiPlanarUNet
  Multi-Planar UNet for autonomous segmentation of 3D medical images
  ☆189Updated last year
• MIC-DKFZ / nnDetection
  nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…
  ☆561Updated 6 months ago
• PatRyg99 / HausdorffLoss
  Implementation of Hausdorff loss function for DNN learning in segmentation tasks.
  ☆63Updated 6 months ago
• sunjesse / shape-attentive-unet
  Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf pub…
  ☆94Updated 3 years ago
• ZFTurbo / timm_3d
  PyTorch Volume Models for 3D data
  ☆51Updated 5 months ago
• gvtulder / elasticdeform
  Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).
  ☆186Updated 2 months ago
• ELEKTRONN / elektronn3
  A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biome…
  ☆161Updated last year
• Project-MONAI / VISTA
  MONAI Versatile Imaging Segmentation and Annotation
  ☆151Updated last week
• MrGiovanni / AbdomenAtlas
  [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)
  ☆234Updated this week
• MIC-DKFZ / napari-sam
  ☆226Updated 10 months ago
• ZFTurbo / efficientnet_3D
  EfficientNets in 3D variant for keras and TF.keras
  ☆53Updated 2 years ago
• Mr-TalhaIlyas / Loss-Functions-Package-Tensorflow-Keras-PyTorch
  Loss function Package Tensorflow Keras PyTOrch
  ☆52Updated last year
• google-deepmind / surface-distance
  Library to compute surface distance based performance metrics for segmentation tasks.
  ☆540Updated last year
• tamasino52 / UNETR
  Unofficial code base for UNETR: Transformers for 3D Medical Image Segmentation
  ☆160Updated last year
• zyl200846 / 3D-UNet-PyTorch-Implementation
  The implementation of 3D-UNet using PyTorch
  ☆100Updated 4 years ago
• junyuchen245 / ViT-V-Net_for_3D_Image_Registration_Pytorch
  Vision Transformer for 3D medical image registration (Pytorch).
  ☆308Updated 2 years ago
• LIVIAETS / boundary-loss
  Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in Me…
  ☆669Updated 9 months ago