Bits Please

The following project was solution to one of the problem statements in Kickstart Hackathon. The hackathon was organized on September 20th, 2019.

Problem Statement

Identification of Myocardium from MRI Short Axis (SAX) Cine Image

          Heart MRI                               Segmented Myocardium

Our team implemented a U-Net convolution neural network.

The model developed model segmented images as show below:

Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
Dataset		Dataset
data		data
predictions		predictions
template		template
test_images		test_images
.gitignore		.gitignore
Problem Statement.pdf		Problem Statement.pdf
README.md		README.md
Result.ipynb		Result.ipynb
data.py		data.py
dataPrepare.ipynb		dataPrepare.ipynb
model.py		model.py
template_matching.ipynb		template_matching.ipynb
training.ipynb		training.ipynb