sandialabs / bcnn
3D Bayesian Convolutional Neural Network (BCNN) for Credible Geometric Uncertainty. Code for the paper: https://arxiv.org/abs/1910.10793
☆62Updated last year
Alternatives and similar repositories for bcnn:
Users that are interested in bcnn are comparing it to the libraries listed below
- Migrate to PyTorch. Re-implementation of Bayesian Convolutional Neural Networks (BCNNs)☆59Updated 4 years ago
- Pytorch Bayesian UNet model for segmentation and uncertainty prediction☆23Updated 2 years ago
- Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)☆136Updated 5 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆125Updated 2 years ago
- Stochastic Segmentation Networks☆66Updated 4 years ago
- ☆84Updated 6 years ago
- "pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.☆159Updated 2 months ago
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Updated 2 years ago
- An unsupervised (or self-supervised) loss function for binary image segmentation (TensorFlow)☆69Updated 3 years ago
- A loss function (Weighted Hausdorff Distance) for object localization in PyTorch☆90Updated 6 years ago
- A Python package for geometric transformations of images for data augmentation in deep learning☆64Updated 5 years ago
- The source code for the Layer Ensembles paper published in MICCAI 2022 (Singapore).☆26Updated 2 years ago
- pytorch structural similarity (SSIM) loss for 3D images☆63Updated 5 years ago
- Level set segmentation with machine learning based velocity field☆42Updated 5 years ago
- PyTorch implementation of the UNet model -- https://arxiv.org/abs/1505.04597☆13Updated 3 years ago
- Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands☆108Updated 4 years ago
- Probabilistic Dense Displacement Network (3D discrete deep learning registration)☆63Updated 3 years ago
- Level Set algorithm for python☆195Updated 4 years ago
- an image registration/augmentation/segmentation package☆170Updated 2 years ago
- Multivariate Gaussian distributions for Tensorflow.☆23Updated 5 years ago
- Chainer implementation of Bayesian Convolutional Neural Networks (BCNNs)☆49Updated 4 years ago
- Similarity Measure. Re-implementation for PyTorch.☆51Updated 4 years ago
- A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch☆279Updated 6 years ago
- Accepted in MIDL 2020☆32Updated 3 years ago
- Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"☆73Updated 3 years ago
- BT-Unet: A self-supervised learning framework☆32Updated 2 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 5 years ago
- Build U-Nets for segmentation from pre-trained TorchVision models.☆90Updated 5 years ago
- ☆36Updated 2 years ago
- Dense Steerable Filter CNN☆74Updated 2 years ago