Object Detection

chess3 Computer Vision Project


400 images
Explore Dataset

Here are a few use cases for this project:

  1. Chess Game Digitization: The "chess3" model could be used to digitize physical chess games. By taking regular pictures of an ongoing chess game, the AI can interpret the state of the board and digitize the movements for record-keeping, online sharing or analysis purposes.

  2. Chess Coaching: This model can be part and parcel of a chess coaching application where users place their physical board and pieces according to a setup provided by the app. The model can recognize if the user has placed the pieces correctly and give feedback.

  3. Board Game Manufacturing Quality Control: In a board game manufacturing setup, the model could be used to automate quality inspection, identifying whether all the necessary chess pieces are included in the packaged set or not.

  4. Automated Chess Referee: It can be used in a chess competition where it acts as a referee, ensuring that all moves by players are legal and correctly carried out according to the standard chess rules.

  5. Augmented Reality Chess: The model can also be used in an Augmented Reality game, identifying the real-world chess pieces and superimposing virtual effects or information like possible moves, piece history, etc. onto it.

Cite This Project

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

                            title = { chess3 Dataset },
                            type = { Open Source Dataset },
                            author = { HUST },
                            howpublished = { \url{ } },
                            url = { },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-03-01 },

Connect Your Model With Program Logic

Find utilities and guides to help you start using the chess3 project in your project.



Last Updated

7 months ago

Project Type

Object Detection




black-bishop black-king black-knight black-pawn black-queen black-rook white-bishop white-king white-knight white-pawn white-queen white-rook

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