Dota 2 Picker

Dota 2 Picker is a tool that uses Machine Learning to find out which hero is picked in game and use that information to provide pick suggestions using "dotapicker.com/herocounter"

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Table of contents

• Requirements
• Usage
• Features
• Limitations
• License
• Contact

Requirements

The project requires a few Python 3.7 packages. Install them using:

pip install -r requirements.txt

Currently it is only tested on Windows 10 OS and works on 16:9 aspect ratio

Usage

After you clone this repo to your desktop, go to the root directory of the project and run using:

python app.py

Features

• Uses convolutional neural networks to categorize heroes
• Displays a browser (using QT) in game to show pick suggesstions
• Does not modify any game data and its safe to use in game

Limitations

• Currently not 100% accurate
• Needs more optimization

License

You can check out the full license here

This project is licensed under the terms of the GPL-3.0 license.

Contact

Created by Mohsen Heydari - feel free to contact me!