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antsx/antspynet

Sponsored OSS

By antsx

Updated 7 months ago

Pre-trained models and utilities for deep learning on medical images in Python (Keras/TensorFlow)

Image
Machine learning & AI
0

3.1K

antsx/antspynet repository overview

PubMed

antspynet Docker containers.

Container users MUST set a writeable cache location.

ANTsPyNet ordinarily downloads on demands and caches data and pre-trained networks. This is a problem for containerization, and risks wasted bandwidth if data is cached to non-persistent locations.

Therefore, container users MUST decide a strategy for handling the cache, either

  1. Define a writeable cache location on the local disk, and mount into the container. The default location is /home/antspyusers/.keras/ANTsXNet. You can change this at run time with the set_antsxnet_cache_directory function.

  2. Download data ahead of time and build into a custom container.

Please see

https://github.com/ANTsX/ANTsPyNet/tree/master/docker

ANTsPyNet source repository

https://github.com/ANTsX/ANTsPyNet

The README has links to examples and documentation. Please open an issue for bug reports, questions not answered in the documentation, or if you are interesting in contributing to the code.

ANTsPyNet is open source according to the Apache License 2.0

Tag summary

Content type

Image

Digest

sha256:66216dc3e

Size

886.8 MB

Last updated

7 months ago

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