Resolution-based distillation for efficient histology image classification

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Requirements

Installing Dependencies (Recommended method)

Usage

Citations

ResolutionDistillation is an open-source library and is licensed under the GNU General Public License (v3). If you are using this library please cite:

@article{resolution_distillation,
title = {Resolution-based distillation for efficient histology image classification},
journal = {Artificial Intelligence in Medicine},
volume = {119},
pages = {102136},
year = {2021},
issn = {0933-3657},
doi = {https://doi.org/10.1016/j.artmed.2021.102136},
url = {https://www.sciencedirect.com/science/article/pii/S0933365721001299},
author = {Joseph DiPalma and Arief A. Suriawinata and Laura J. Tafe and Lorenzo Torresani and Saeed Hassanpour},
keywords = {Deep neural networks, Digital pathology, Knowledge distillation, Self-supervised learning}}
}