RSNA-Breat-cancer-detection

AWS's ML Engineer nano degree capstone project. Breast cancer detection using siamese neural networks.

Files

RSNA_data_EDA.ipynb. (Exploratory Data Analysis)
RSNA_dataset_prep.ipynb (Dataset preparation)
train_model.py (Training script in tesnorflow)
train_deploy.ipynb (SageMaker SDK for trianing jobs and deployment) \

Required Dependencies

For preprocessing the dicom and lossless jpeg:
!pip install -qU python-gdcm pydicom pylibjpeg
!pip install -U pylibjpeg-openjpeg pylibjpeg-libjpeg
pandas
Tensorflow==2.3

Dataset

Data is found in Kaggle's RSNA Breast Cancer Detection Competition