seung-lab / torchfields
A PyTorch add-on for working with image mappings and displacement fields, including Spatial Transformers
☆52Updated 3 years ago
Alternatives and similar repositories for torchfields:
Users that are interested in torchfields are comparing it to the libraries listed below
- ☆35Updated 2 years ago
- High-order spline interpolation in PyTorch☆66Updated 5 months ago
- CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuou…☆48Updated 3 years ago
- Similarity Measure. Re-implementation for PyTorch.☆51Updated 4 years ago
- DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration☆45Updated 5 years ago
- A Pytorch implementation of the mixed-scale dense network described in https://doi.org/10.1073/pnas.1715832114☆23Updated last year
- A fully invertible U-Net for memory efficiency in Pytorch.☆122Updated 2 years ago
- Fill holes in binary 2D & 3D images fast.☆17Updated 7 months ago
- Python TEASAR Skeletonization for Sparse Labels☆9Updated last year
- Accepted in MIDL 2020☆32Updated 3 years ago
- Image Registration and Computational Anatomy in PyTorch☆21Updated 3 years ago
- A Python package for geometric transformations of images for data augmentation in deep learning☆64Updated 5 years ago
- Pytorch implementation of the LearnedRandomWalker module☆29Updated 4 years ago
- Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment☆15Updated 2 years ago
- Code and performance tests to demonstrate the COUNTLESS algorithm. https://medium.com/@willsilversmith/countless-high-performance-2x-down…☆10Updated 5 years ago
- Deep inverse problems in Python☆57Updated last year
- pytorch structural similarity (SSIM) loss for 3D images☆61Updated 5 years ago
- Dense Steerable Filter CNN☆74Updated 2 years ago
- Python Implementation of the LDDMM algorithm☆51Updated 4 years ago
- [WACV 2024] AnyStar: Domain randomized universal star-convex 3D instance segmentation☆15Updated 8 months ago
- Rotationally and translationally equivariant layers and networks for deep learning on diffusion MRI scans☆22Updated 3 years ago
- A curated list of resources for 3D segmentation of neurites in EM images☆46Updated 11 months ago
- Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)☆95Updated last year
- an image registration/augmentation/segmentation package☆168Updated 2 years ago
- Multilabel and Grey 3D morphological image processing functions. Dilate, Erode, Opening, Closing.☆13Updated this week
- 3D VQ-VAE-2 for high-resolution CT scan synthesis☆44Updated 3 years ago
- Official Code for "Invert to Learn to Invert" that allows training of invertible networks without storing activations☆36Updated 4 years ago
- ☆26Updated 3 years ago
- Open library for LDDMM and Metamorphosis in PyTorch☆21Updated this week
- PyTorch Connectomics: segmentation toolbox for EM connectomics☆176Updated this week