Masterfisher

⚠️ Warning : Please note: this project contains neither code nor templates to protect WoW from botting, even if other solutions exist.

Presentation

This project is fishing bot for WoW game, fishing in a completely automatic way, mouse clicks and movements will only be done in the game and will not need any human intervention. If required, you can view what the bot is doing via a web page.

Here's the result of training on a dataset of ~200 images over 50 epochs with an imgz of 600

Dataset analysis

Labels information (position, size and class)

Labels histogram (correlogram)

Model training

Model training F1-confidence curve

Model training precision-confidence curve

Model training precision-recall curve

Model training recall-confidence curve

General model training results

Visualisation

Validation batch 0

Validation batch 1

Installation

This project requires conda to be installed. To install the dependencies, simply run the following command:

conda env create -f environment.yml

You can update the environment with the following command:

conda env update -f environment.yml

Usage

To run the project, you can use the following command:

python src/masterfisher/

Structure

├── src               # Project source code
├── docs              # Project documentation
│   └── static        # README.md static files
├── tests             # Folder containing software tests
│   ├── units         # Unit tests
│   └── integrations  # Integration tests
├── scripts           # Useful scripts for the project (no CI/CD)
├── ruff.toml         # Ruff configuration file
├── environment.yml   # Conda environment configuration file