Install:
pip install lighterInstall pre-release
Get the latest features and fixes from the main branch.
pip install lighter --pre
Development:
To contribute to the project, clone the repository and run the following commands. Also, refer to the contributing guide.
make setup
make install # Install lighter via uv
make pre-commit-install # Set up the pre-commit hook for code formatting
Projects that use lighter:
| Project | Description |
|---|---|
| Foundation Models for Quantitative Imaging Biomarker Discovery in Cancer Imaging | A foundation model for lesions on CT scans that can be applied to down-stream tasks related to tumor radiomics, nodule classification, etc. |
| Vision Foundation Models for Computed Tomography | A large-scale 3D foundation model for CT scans demonstrating superior performance in segmentation, triage, retrieval, and semantic understanding |
@software{lighter,
author = {Ibrahim Hadzic and
Suraj Pai and
Keno Bressem and
Hugo Aerts},
title = {Lighter},
publisher = {Zenodo},
doi = {10.5281/zenodo.8007711},
url = {https://doi.org/10.5281/zenodo.8007711}
}