ZFTurbo / volumentationsLinks
Library for 3D augmentations
☆260Updated last year
Alternatives and similar repositories for volumentations
Users that are interested in volumentations are comparing it to the libraries listed below
Sorting:
- 3D volume data augmentation package inspired by albumentations☆81Updated 6 years ago
- Set of models for classifcation of 3D volumes☆188Updated last year
- A PyTorch implementation of EfficientNet☆179Updated 2 years ago
- Set of models for segmentation of 3D volumes☆137Updated last year
- [IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!☆171Updated last year
- PyTorch Volume Models for 3D data☆83Updated 4 months ago
- Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).☆194Updated 11 months ago
- ☆191Updated 3 years ago
- Segmentation models for 3D data with different backbones. PyTorch.☆76Updated last year
- ☆263Updated last year
- Library to compute surface distance based performance metrics for segmentation tasks.☆589Updated 11 months ago
- EfficientNets in 3D variant for keras and TF.keras☆54Updated 4 years ago
- a metric library for Medical Image Segmentation EVALuation☆120Updated last year
- Multi-Planar UNet for autonomous segmentation of 3D medical images☆196Updated 2 years ago
- Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments☆58Updated 10 months ago
- Generation of 3D/ 2D attention maps for both classification and segmentation☆330Updated 6 months ago
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆620Updated 3 months ago
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆180Updated 2 years ago
- How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study☆398Updated 4 years ago
- Segment anything with our Napari integration of Meta AI's Segment Anything Model (SAM)!☆243Updated last year
- ☆172Updated 3 years ago
- Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI☆392Updated 2 years ago
- A 3D medical Detection Transformer library. Papers accepted @ MIDL22 & MELBA23/02.☆72Updated last year
- A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biome…☆170Updated 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.☆54Updated 11 months ago
- Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf pub…☆99Updated 4 years ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆171Updated 3 years ago
- Implementation of Hausdorff loss function for DNN learning in segmentation tasks.☆73Updated last year
- The implementation of 3D-UNet using PyTorch☆101Updated 11 months ago
- Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures☆129Updated last month