Alternatives and similar repositories for LayerEnsembles

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

• biomedia-mira / stochastic_segmentation_networks
  Stochastic Segmentation Networks
  ☆66Updated 5 years ago
• masadcv / FastGeodis
  Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)
  ☆104Updated last year
• stefanknegt / Probabilistic-Unet-Pytorch
  A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
  ☆288Updated 6 years ago
• HiLab-git / SimpleCRF
  matlab and python wrap of crf and dense crf, both 2d and 3d are supported
  ☆169Updated 2 years ago
• uncbiag / easyreg
  an image registration/augmentation/segmentation package
  ☆172Updated 2 years ago
• SteffenCzolbe / probabilistic_segmentation
  ☆24Updated 4 years ago
• AmigoLab / SynthAnatomy
  VQ-VAE + Transformer based synthesis of 3D anatomical imaging data
  ☆60Updated 2 years ago
• BioMedIA / deepali
  Image, point set, and surface registration in PyTorch.
  ☆31Updated last month
• IML-DKFZ / values
  A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
  ☆29Updated last year
• SURF-ML / 3D-VQ-VAE-2
  3D VQ-VAE-2 for high-resolution CT scan synthesis
  ☆52Updated 3 years ago
• yihao6 / vfa
  ☆14Updated 4 months ago
• UMEssen / saros-dataset
  Sparsely Annotated Region and Organ Segmentation (SAROS) - A large, heterogeneous, and sparsely annotated segmentation dataset on CT imag…
  ☆52Updated 7 months ago
• raghavian / cFlow
  This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…
  ☆30Updated 2 years ago
• seung-lab / torchfields
  A PyTorch add-on for working with image mappings and displacement fields, including Spatial Transformers
  ☆52Updated 3 years ago
• martinmenten / skeletonization-for-gradient-based-optimization
  ☆52Updated last year
• neel-dey / anatomix
  [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
  ☆80Updated last month
• yuta-hi / bayesian_unet
  Chainer implementation of Bayesian Convolutional Neural Networks (BCNNs)
  ☆50Updated 5 years ago
• SteffenCzolbe / pyLDDMM
  Python Implementation of the LDDMM algorithm
  ☆54Updated 4 years ago
• BDdeVos / TorchIR
  Deep learning image registration library for PyTorch
  ☆68Updated 3 years ago
• jinh0park / pytorch-ssim-3D
  pytorch structural similarity (SSIM) loss for 3D images
  ☆73Updated 6 years ago
• NILOIDE / Implicit_segmentation
  ☆24Updated last year
• HuXiaoling / TopoLoss
  Code for the NeurIPS 2019 paper: Topology-Preserving Deep Image Segmentation
  ☆170Updated last year
• ChristophReich1996 / OSS-Net
  Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" …
  ☆27Updated 2 years ago
• mathpluscode / ImgX-DiffSeg
  A JAX-based deep learning framework for image segmentation using diffusion models.
  ☆84Updated last year
• pfriedri / medfuncta
  PyTorch implementation for "MedFuncta: Modality-Agnostic Representations Based on Efficient Neural Fields" (2025)
  ☆15Updated 6 months ago
• HealthML / self-supervised-3d-tasks
  ☆192Updated 3 years ago
• AshStuff / dissm
  ☆26Updated 3 years ago
• MIC-DKFZ / Skeleton-Recall
  Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
  ☆110Updated last month
• tueimage / SE2CNN
  ☆67Updated 6 years ago
• Wolfda95 / SSL-MedicalImagining-CL-MAE
  Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical…
  ☆20Updated 8 months ago