Tic-Tac-Toe YOLO

YOLO object detection model developed for a robotic Tic-Tac-Toe system.

Classes

The model detects:

  • Board
  • X
  • O

Intended Use

This model is designed for board and game-piece detection in a robotic Tic-Tac-Toe application.

Dataset

Training dataset:

https://huggingface.co/datasets/akitsuyoshi/tictactoe-with-real

Original Kaggle dataset:

https://www.kaggle.com/datasets/akitsuyoshi/tictactoe-with-real

Training

The model was trained using Ultralytics YOLO.

Project

The model is part of a ROS 2 robotic Tic-Tac-Toe system using:

  • ROS 2
  • YOLO
  • MoveIt 2
  • robotic manipulation
  • game-state management
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