Deep Learning Templates

This repository contains template code for the following deep learning tasks:

1. Image Classification

2. Object Detection

\ \

3. Semantic Segmentation

\ \

4. Reinforcement Learning (Proximal Policy Optimization)

\ \

Getting Started

It is intended to run on our lab servers

1. icsrl-exxact1.ece.gatech.edu
2. icsrl-srv2.ece.gatech.edu

Lastly there are two things you need to configure before running:

1. Dataset Path
2. Transfer Learning weights

Both of these are available on the server and can be configured by setting the exxact flag in the script.

• exxact=1 implies you are working on the exxact server
• exxact=0 implies you are working on the icsrl2 server

Affiliation

Georgia Institute of Technology, ICSRL (http://icsrl.ece.gatech.edu/)

License

This project is licensed under the MIT License - see the LICENSE.md file for details