tueimage / grydsLinks
A Python package for geometric transformations of images for data augmentation in deep learning
☆67Updated 6 years ago
Alternatives and similar repositories for gryds
Users that are interested in gryds are comparing it to the libraries listed below
Sorting:
- an image registration/augmentation/segmentation package☆172Updated 2 years ago
- Image-and-Spatial Transformer Networks☆111Updated 2 years ago
- Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).☆192Updated 7 months ago
- Probabilistic Dense Displacement Network (3D discrete deep learning registration)☆64Updated 4 years ago
- Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"☆73Updated 4 years ago
- Image registration using pytorch☆183Updated last year
- ☆25Updated 5 years ago
- pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis☆60Updated 9 months ago
- Nonrigid image registration using multi-scale 3D convolutional neural networks☆198Updated last year
- DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration☆46Updated 5 years ago
- Supervised Predictive Medical Image Registration Model☆93Updated 4 years ago
- A loss function (Weighted Hausdorff Distance) for object localization in PyTorch☆92Updated 7 years ago
- ☆194Updated 5 years ago
- [ICCV 2021] Generative Adversarial Registration for Improved Conditional Deformable Templates☆51Updated 2 years ago
- Neuroimaging in PyTorch☆98Updated last month
- Deep learning cardiac segmentation and motion tracking☆26Updated 5 years ago
- (This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven…☆124Updated 6 years ago
- geodesic distance transform of 2d/3d images☆135Updated 2 years ago
- ☆39Updated last year
- Thin wrapper around elastix - a toolbox for rigid and nonrigid registration of images☆109Updated 5 years ago
- Image Registration☆289Updated 5 years ago
- VNet for 3d volume segmentation☆44Updated 4 years ago
- An unsupervised (or self-supervised) loss function for binary image segmentation (TensorFlow)☆71Updated 3 years ago
- Deep learning image registration library for PyTorch☆68Updated 3 years ago
- Multi-Planar UNet for autonomous segmentation of 3D medical images☆195Updated 2 years ago
- An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method☆143Updated 6 years ago
- ☆53Updated 6 years ago
- Python implementation of 2d and 3d image registration☆33Updated 3 years ago
- The implementation of 3D-UNet using PyTorch☆101Updated 7 months ago
- Image, point set, and surface registration in PyTorch.☆31Updated last month