Chess Pieces Computer Vision Project

Block

Updated a year ago

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Classes (13)
Black-Bishop
Black-King
Black-Knight
Black-Pawn
Black-Queen
Black-Rook
Corner
White-Bishop
White-King
White-Knight
White-Pawn
White-Queen
White-Rook

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Description

Here are a few use cases for this project:

  1. Chess Game Analysis Tool: Integrate the "Chess Pieces" computer vision model into a software application that enables chess players to learn from their games by detecting and comprehending the pieces' movements, their piece position at any given moment, and the nature of the tactics or strategies used.

  2. Automated Chess Game Streaming: The model can be used for live streaming chess matches where real-time annotations are generated, indicating each piece's move and suggesting possible future moves.

  3. Chess Tutoring App: The model can assist in developing a chess tutoring mobile app or software, where it helps beginners to recognize and understand the names, positions, and movements of each chess piece by analyzing an image of the chessboard.

  4. Chess Equipment Quality Control: Manufacturers of chess equipment can implement the model in their assembly line for quality control to verify if all pieces are present, distinct, correctly colored, and properly shaped.

  5. Chess Archival Digitization: Use the model as part of a larger project aiming to digitize archival volumes of historical chess games. The model could identify chess pieces from the images, and the resulting metadata could be used to recreate the games digitally.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            chess-pieces-wrdbb_dataset,
                            title = { Chess Pieces Dataset },
                            type = { Open Source Dataset },
                            author = { Block },
                            howpublished = { \url{ https://universe.roboflow.com/block/chess-pieces-wrdbb } },
                            url = { https://universe.roboflow.com/block/chess-pieces-wrdbb },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-11-17 },
                            }