Game Data Generator

This repository can be used as a tool to extract information from frames of any game which can otherwise not be used for research purpose.

Steps:

Acquire a video of the game (make sure resolution of this video is the same as that of actual gameplay)
Find the coordinates of region of interests (ROIs) using utils
Use the generated key_info.log actual gameplay video as input for main.py to extract values written in ROI

These extracted values for example can be used as reward values for training any model.

python3 main.py --video_path game.mp4 --key_info ./key_info.log --model Model/model.pyt

TODO

Data collector to fine tune neural network for any given game
Add information about hacks to control game in order to automate keyboard inputs