This project is one of the coolest projects. Create your own Video Game AI. 😎
The goal of the project is to create your AI and a using Pytorch, Stable-Baselines3, Pydirectinput, Pytesseract. 😃
!pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113
!pip install stable-baselines3
!pip install mss pydirectinput pytesseract
- mss used for screen capture
from mss import mss
- Sending Commands on Input Keyboard
import pydirectinput
- Opencv allows us to do frame processing
import cv2
- For create a matrix
import numpy as np
- OCR for Game Over extraction
import pytesseract
- Visualization of the data frames
from matplotlib import pyplot as plt
- For allows us to create a break in time
import time
- Create Environment for the Video Game
from gym import Envfrom gym.spaces import Box, Discrete