Pair Kaggling - Pneumonia Detection - Deep Learning - Raleigh

2018-09-30
Organizer: Deep Learning RTP
Click here for registration info

Come test your kaggling skills on the RSNA Pneumonia Detection Challenge! This is a localization problem (predicting bounding boxes).

We will break up into small teams/pairs to tackle the competition. We hope to give folks a chance to learn from others and to share their skills!

For details on the competition:
https://www.kaggle.com/c/rsna-pneumonia-detection-challenge

Stanford cs231n Lecture on Object Detection:
https://www.youtube.com/watch?v=nDPWywWRIRo

Relevant Materials from Fast AI:
http://course.fast.ai/lessons/lesson9.html
https://github.com/fastai/fastai/blob/master/courses/dl2/pascal.ipynb
https://github.com/fastai/fastai/blob/master/courses/dl2/pascal-multi.ipynb
https://github.com/fastai/fastai/blob/master/courses/dl1/fish.ipynb

Bring a laptop and let's study together.

First timer? Here's some background (http://www.fast.ai/2017/11/16/what-you-need/)

A good place to start is Practical Deep Learning For Coders (http://course.fast.ai/) from fast.ai. Learn how to build state of the art models without needing graduate-level math—but also without dumbing anything down. It's totally free! (but you might end up paying AWS about $20 to use their GPU servers)

They say the best way to learn is to teach. So come on down to ask and answer questions about the notebooks you're working through.

Everyone is welcome (http://www.fast.ai/about/).

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Poster: triangletech