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
  ☆81Updated 6 years ago
• ZFTurbo / classification_models_3D
  Set of models for classifcation of 3D volumes
  ☆185Updated last year
• shijianjian / EfficientNet-PyTorch-3D
  A PyTorch implementation of EfficientNet
  ☆178Updated 2 years ago
• HINTLab / ACSConv
  [IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
  ☆170Updated last year
• ZFTurbo / segmentation_models_3D
  Set of models for segmentation of 3D volumes
  ☆137Updated last year
• HealthML / self-supervised-3d-tasks
  ☆191Updated 3 years ago
• ZFTurbo / timm_3d
  PyTorch Volume Models for 3D data
  ☆82Updated 3 months ago
• ZFTurbo / efficientnet_3D
  EfficientNets in 3D variant for keras and TF.keras
  ☆54Updated 3 years ago
• MECLabTUDA / M3d-Cam
  Generation of 3D/ 2D attention maps for both classification and segmentation
  ☆329Updated 5 months ago
• google-deepmind / surface-distance
  Library to compute surface distance based performance metrics for segmentation tasks.
  ☆585Updated 10 months ago
• jocpae / clDice
  ☆256Updated last year
• gvtulder / elasticdeform
  Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).
  ☆193Updated 10 months ago
• frankkramer-lab / miseval
  a metric library for Medical Image Segmentation EVALuation
  ☆119Updated last year
• jeya-maria-jose / KiU-Net-pytorch
  Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI
  ☆392Updated 2 years ago
• JunMa11 / SegWithDistMap
  How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
  ☆396Updated 4 years ago
• perslev / MultiPlanarUNet
  Multi-Planar UNet for autonomous segmentation of 3D medical images
  ☆196Updated 2 years ago
• MIC-DKFZ / image_classification
  Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments
  ☆55Updated 9 months ago
• neheller / kits21
  The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge
  ☆179Updated 2 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…
  ☆169Updated 2 years ago
• 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…
  ☆618Updated last month
• MIC-DKFZ / napari-sam
  Segment anything with our Napari integration of Meta AI's Segment Anything Model (SAM)!
  ☆243Updated last year
• PatRyg99 / HausdorffLoss
  Implementation of Hausdorff loss function for DNN learning in segmentation tasks.
  ☆72Updated last year
• mlyg / unified-focal-loss
  ☆170Updated 3 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…
  ☆712Updated last year
• ZFTurbo / segmentation_models_pytorch_3d
  Segmentation models for 3D data with different backbones. PyTorch.
  ☆75Updated last year
• HiLab-git / SimpleCRF
  matlab and python wrap of crf and dense crf, both 2d and 3d are supported
  ☆171Updated 3 years ago
• johschmidt42 / PyTorch-2D-3D-UNet-Tutorial
  ☆129Updated 2 years ago
• FabianIsensee / BatchViewer
  A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.
  ☆53Updated 10 months ago
• MrGiovanni / AbdomenAtlas
  [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)
  ☆295Updated 3 weeks ago
• BMEII-AI / RadImageNet
  RadImageNet, a pre-trained convolutional neural networks trained solely from medical imaging to be used as the basis of transfer learning…
  ☆435Updated last year