Versions

Description

TorchIO is a Python package containing a set of tools to efficiently read, sample and write 3D medical images in deep learning applications written in PyTorch, including intensity and spatial transforms for data augmentation and preprocessing. Transforms include typical computer vision operations such as random affine transformations and also domain specific ones such as simulation of intensity artifacts due to MRI magnetic field inhomogeneity or k-space motion artifacts.

Repository

https://github.com/fepegar/torchio.git

Project Slug

torchio

Last Built

6 hours, 44 minutes ago passed

Maintainers

Home Page

https://github.com/fepegar/torchio/

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Tags

deep-learning, convolutional-neural-networks, pytorch, medical-image-computing, data-augmentation, medical-images

Short URLs

torchio.readthedocs.io
torchio.rtfd.io

Default Version

latest

'latest' Version

master