Subway-suffer-Game-using-A.I.

Use pose estimation to play the game subway-surfers

Introduction

A Demo video shows how to play this game.🖼️

Basically, I can play this game by controling my hand's movements.

• Left hand go left -> the character moves to the left ⬅️
• right hand go right -> the character moves to the right ➡️
• left&right hand go up -> the character jumps ⬆️
• left&right hand go down -> the character crouchs ⬇️

Installation ⬇️

Dependencies

1. python == 3.10.0 (64-bit)
2. opencv-python == 4.8.0.76
3. PyAutoGUI == 0.9.54
4. mediapipe == 0.10.5

⚠️ Note: These were the dependencies on which this project was done. It may or may not work as efficiently/correctly on other versions

Quick Start

1. Create a Virtual Environment:

python -m venv your_virtual_env_name  # For Windows
# or
python3 -m venv your_virtual_env_name  # For Linux

2. Activate the Virtual Environment:

source your_virtual_env_name/bin/activate  # For Linux/macOS
# or
.\your_virtual_env_name\Scripts\activate   # For Windows

3. Install Dependencies from requirements.txt:

pip install -r requirements.txt

4. Now, select the virtualenv kernel and Run the all the shell line by line which are present in Playing-Subway-Surfere-Game-using-pose-detection.ipynb

5. In that, you need to start the game using this link Game-link and than you need to run second last shell in Playing-Subway-Surfere-Game-using-pose-detection.ipynb

• follow the Demo video and play this game.

Note:📌

All the game is how works this all details are avilable in this python code Playing-Subway-Surfere-Game-using-pose-detection.ipynb

Customization:⚙️

The code is very simple, self-explained and easy to understand. You are free to customize it and create a new way to paly the subway-surfers.