Composable Data Augmentation Pipeline for Nobrainer

[Aakanksha-Rana]

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Project info

Project Title: Composable Data Augmentation Pipeline for Nobrainer

Project Description:
Nobrainer provides easy tf-supported 3D augmentations functionality. The goal of this project will be to advance the augmentation with a composable functionality which will help in on-the-fly augmentations.

Organizers:
Aakanksha Rana (@Aakanksha-Rana), Hoda Rajaei (@Hoda1394) , Dhritiman Das

Mattermost handle: @Aakanksha-Rana

Project URL: https://github.com/neuronets/nobrainer

Project goals

• Add the compose function
• Testing scripts
• Demo ipynb to demonstrate the on-the-fly data augmentation for brain segmentation

Good first issues:
NA

Skills needed:
Python, basic knowledge of tensorflow is appreciated but not required.

Chat channel:
https://mattermost.brainhack.org/brainhack/channels/data-augmentation-nobrainer

Project Image
https://user-images.githubusercontent.com/17690870/56315311-5ccaf580-6125-11e9-866a-af47aa76161c.png