dragsoshuvo/Direct
dragsoshuvo/Direct has 25 GitHub stars and 6 forks. GitHot measured -1 stars in 24 hours and -1 in 7 days. Last checked 2026-11-14 02:39 UTC. Last push 2026-11-02.
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About
Deep learning framework for accelerated MRI reconstruction, from data loading to deployment.
Machine LearningREADME.md
OriginalDIRECT
Deep learning framework for accelerated MRI reconstruction.
DIRECT covers the practical workflow around learned MRI reconstruction: dataset loading, model
configuration, training, evaluation and deployment. The Python package and the existing docs/
tree remain the reference for the full API.
Install
pip install -e .
Train
direct train --config projects/CMRxRecon/config.yaml
Experiment configurations live under projects/; the direct CLI is the entry point for training
and evaluation.
Documentation
README.rst- package and PyPI long descriptiondocs/- guides, tutorials and API notesprojects/- reproduction configs for published experiments
Scope
This repository is a maintained fork of the DIRECT MRI reconstruction project. The source keeps the original training pipeline and configuration surface.
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