ZFTurbo / volumentations
Library for 3D augmentations
☆248Updated 6 months ago
Alternatives and similar repositories for volumentations:
Users that are interested in volumentations are comparing it to the libraries listed below
- 3D volume data augmentation package inspired by albumentations☆79Updated 5 years ago
- Set of models for segmentation of 3D volumes☆130Updated 10 months ago
- [IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!☆168Updated last year
- Set of models for classifcation of 3D volumes☆170Updated last year
- ☆231Updated last year
- A PyTorch implementation of EfficientNet☆171Updated 2 years ago
- A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biome…☆164Updated last year
- ☆192Updated 3 years ago
- Implementation of Hausdorff loss function for DNN learning in segmentation tasks.☆65Updated 10 months ago
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆176Updated 2 years ago
- Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).☆189Updated 2 months ago
- PyTorch Volume Models for 3D data☆57Updated 9 months ago
- a metric library for Medical Image Segmentation EVALuation☆115Updated 6 months ago
- Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI☆379Updated last year
- Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf pub…☆96Updated 3 years ago
- Library to compute surface distance based performance metrics for segmentation tasks.☆562Updated 2 months ago
- How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study☆391Updated 4 years ago
- Multi-Planar UNet for autonomous segmentation of 3D medical images☆191Updated last year
- Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in Me…☆685Updated last year
- Unofficial code base for UNETR: Transformers for 3D Medical Image Segmentation☆174Updated 2 years ago
- ☆324Updated 2 years ago
- EfficientNets in 3D variant for keras and TF.keras☆54Updated 3 years ago
- The implementation of 3D-UNet using PyTorch☆101Updated 2 months ago
- ☆231Updated last year
- ☆159Updated 2 years ago
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆583Updated 9 months ago
- Vision Transformer for 3D medical image registration (Pytorch)☆319Updated 2 years ago
- An example project of how to use a U-Net for segmentation on medical images with PyTorch.☆144Updated 9 months ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆169Updated 2 years ago
- A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.☆51Updated 3 months ago