google-deepmind / multidim-image-augmentation
This package provides TensorFlow Ops for multidimensional volumetric image augmentation.
☆134Updated last month
Alternatives and similar repositories for multidim-image-augmentation:
Users that are interested in multidim-image-augmentation are comparing it to the libraries listed below
- Fully-connected (dense) 3D CRF for processing biomedical scans☆137Updated 6 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
- Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow☆220Updated 4 years ago
- 3D Unet Equipped with Advanced Deep Learning Methods☆61Updated 5 years ago
- Data Science Bowl 2018☆65Updated 6 years ago
- Datasets, Transforms and Utilities specific to Biomedical Imaging☆109Updated 6 years ago
- This Python package enables the training and inference of deep learning models for very large data, such as megapixel images, using atten…☆98Updated 5 years ago
- Core functionality of Eisen☆41Updated 4 years ago
- Autofocus Layer for Semantic Segmentation☆180Updated 5 years ago
- Dataset of head and neck CT scans and segmentations in NRRD format.☆90Updated 4 years ago
- Kaggle Data Science Bowl 2018☆119Updated 6 years ago
- Numerical Computation of Receptive Field in Pytorch☆62Updated 5 years ago
- Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions☆68Updated 5 years ago
- ☆102Updated 6 years ago
- ☆95Updated 5 years ago
- ☆57Updated 7 years ago
- A python wrapper for Krähenbühls dense CRF for medical image volumes.☆89Updated 6 years ago
- Axon/Myelin segmentation using Deep Learning☆119Updated this week
- To train deep convolutional neural networks, the input data and the activations need to be kept in memory. Given the limited memory avail…☆100Updated last year
- Tensorflow implementation of spatial transformer network for 2d/3d image and supports affine/non-rigid transformation☆44Updated 8 years ago
- A Python package for geometric transformations of images for data augmentation in deep learning☆64Updated 5 years ago
- MIDL 2018 / MEDIA 2019: one binary extremely large and inflecting sparse kernel (pytorch)☆44Updated 5 years ago
- My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton☆158Updated 5 years ago
- Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).☆188Updated last month
- DLTK Model Zoo☆114Updated 6 years ago
- Keras implementation of CoordConv for all Convolution layers☆147Updated 2 years ago
- A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.☆66Updated 6 years ago
- MRI analysis using PyTorch and MedicalTorch☆65Updated 6 years ago
- Code for MICCAI 2016 paper : Automatic liver and lesions segmentation using Cascaded Fully Convolutional Neural Networks and 3D Condition…☆39Updated 5 years ago
- A regular Tiramisu network for PyTorch with a LOT of extra features!☆42Updated 3 years ago