seung-lab / torchfieldsLinks
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
Sorting:
- High-order spline interpolation in PyTorch☆68Updated 10 months ago
- ☆36Updated 3 years ago
- A fully invertible U-Net for memory efficiency in Pytorch.☆127Updated 3 years ago
- Accepted in MIDL 2020☆32Updated 4 years ago
- CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuou…☆50Updated 3 years ago
- A Pytorch implementation of the mixed-scale dense network described in https://doi.org/10.1073/pnas.1715832114☆24Updated last year
- Image Registration and Computational Anatomy in PyTorch☆21Updated 4 years ago
- DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration☆46Updated 5 years ago
- Similarity Measure. Re-implementation for PyTorch.☆52Updated 5 years ago
- Dense Steerable Filter CNN☆76Updated 2 years ago
- A Python package for geometric transformations of images for data augmentation in deep learning☆67Updated 6 years ago
- Fourier Image Transformer (FIT) can solve relevant image analysis tasks in Fourier space.☆99Updated 3 years ago
- Experiment management for Deep Learning science☆18Updated 4 months ago
- An implementation of Denoising Variational AutoEncoder with Topological loss☆31Updated 4 years ago
- The source code for the Layer Ensembles paper published in MICCAI 2022 (Singapore).☆26Updated 3 years ago
- Python Implementation of the LDDMM algorithm☆54Updated 4 years ago
- Framework for creating (partially) reversible neural networks with PyTorch☆152Updated 3 years ago
- 3D VQ-VAE-2 for high-resolution CT scan synthesis☆49Updated 3 years ago
- Neuroimaging in PyTorch☆98Updated 2 weeks ago
- Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).☆190Updated 5 months ago
- Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"☆73Updated 4 years ago
- ☆29Updated 3 years ago
- Python TEASAR Skeletonization for Sparse Labels☆9Updated 2 years ago
- VQ-VAE + Transformer based synthesis of 3D anatomical imaging data☆60Updated 2 years ago
- Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)☆104Updated last year
- Fill holes in binary 2D & 3D images fast.☆25Updated last month
- PyTorch implementation of SPOCO☆32Updated last year
- an image registration/augmentation/segmentation package☆172Updated 2 years ago
- PyTorch Connectomics: segmentation toolbox for EM connectomics☆179Updated last month
- A loss function (Weighted Hausdorff Distance) for object localization in PyTorch☆91Updated 7 years ago