Steve Antos

My goal:

Deploy a TensorFlow model to the cloud, so other people can use it.

Siamese Rehab Net

This network was trained to be as sensitive as possible to patient improvement during rehabilitation.

It takes measurements from physical, occupational, and speech therapy, and converts them to a single improvement score. The higher the score, the greater the improvement.

Do NOT submit actual patient data, this tool is for demonstration only

Upload a CSV file, get predictions back. (coming soon)

How to upload a CSV file

A header row is required
The first column must be the patient id ("id")
The second column must be the measurement time ("time")
Additional columns must be outcome measures

Example of the file format:

Project Schematic

What I learned:

TensorFlow Serving, creating APIs, Flask, Apache2, Docker, Bootstrap, hosting on a VPS, SSL certificates, Postman
Stay focused on your goal
Don't reinvent the wheel

Special thanks to:

William Booth (mentor)
Ray (program coordinator)
ChiPy