Metadata-Version: 2.1
Name: breakhis-gradcam
Version: 0.0.1
Summary: Classification of the BreaKHis dataset with GradCAM support
Home-page: https://github.com/dthiagarajan/breakhis_gradcam
Author: Dilip Thiagarajan
Author-email: dt372@cornell.edu
License: Apache Software License 2.0
Keywords: Deep Learning,GradCAM,BreaKHis,breast cancer
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: torch (>=1.4.0)
Requires-Dist: torchvision
Requires-Dist: matplotlib
Requires-Dist: pillow
Requires-Dist: opencv-python
Requires-Dist: pytorch-lightning

# BreaKHis Classification with GradCAM
> Fine-tuning classification networks and using GradCAM to obtain object detection results on histopathological slides of breast cancer.


## Install

`pip install breakhis_gradcam`

## Later

* Examples of how to use this package
* Visualizations of results (GradCAM, corresponding object detection) after training using models defined by this package


## Contact

dt372@cornell.edu


