sergokov/kaggle_cervical_cancer_screening

Kaggle Challenge: Intel & MobileODT Cervical Cancer Screening

Challenge_Cervical_Cancer_Screening

Kaggle Challenge: Intel & MobileODT Cervical Cancer Screening

This repository contains the program code and data for the Kaggle competition Intel & MobileODT Cervical Cancer Screening

To prepare preprocessed dataset and trained models, please download arhives with data & models after cloning this repo:

Preparation of trained models (this step is necessary to start the demo). Models for cervix&channel classifiacation is available in this repository models/segm, and models for cervix types classification is avaiulable in cloud-storage: Trained on basic data and Trained on additional data:

cd Kaggle_Cervical_Cancer_Screening
cd models
wget https://cloud.mail.ru/public/GMHD/yeteP2zmW -O model_cervix_classification_basic.tar
tar xf model_cervix_classification_basic.tar

wget https://cloud.mail.ru/public/MA5K/w4KEndxsB -O model_cervix_classification_with_add.tar
tar xf model_cervix_classification_with_add.tar

To run Demo code go to the demo directory & run segmentation & classification tasks:

cd Kaggle_Cervical_Cancer_Screening
cd demo

./start01-automatic-segmention.sh             # to start segmentation task
./start02-automatic-classification-basic.sh   # to start classification task
./start03-automatic-classification-add.sh

Pre-processed data (for stage1) is available for download from: Basic dataset for training and Additional data

And at the end of EPIC FAIL ... :(