Bancada de Damas Object Detection Dataset and Pre-Trained Model by Dama

Images

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Explore Dataset

Here are a few use cases for this project:

Checkers Gaming App: An application where the "Bancada de Damas" model is used for recognizing different types of checkers pieces in order to automate gameplay. For instance, users could play virtual games of checkers using real pieces, with the AI keeping track of the game state.
Sorting and Packaging: The model could be used in factories or warehouses for automatic sorting of checker pieces. For instance, after the manufacture of 'Dama' pieces, the model could help to sort and package them according to their classes.
Educational Checkers Game: Launch of an interactive educational tool where children or beginners can learn how to play checkers more easily. The model can identify the moves made and provide instant feedback, corrections, and pointers to improve the player's game.
Quality Control: In a checkerboard game manufacturing unit, the model could be used for quality assurance to identify if pieces are painted the correct color (green, orange, dama_green, dama_orange) after production.
Augmented Reality Games: Use the model to develop an AR game, where players move physical pieces and the game progress is tracked digitally. The model identifies the pieces and updates the game-state accordingly in real time.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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

@misc{
                            bancada-de-damas_dataset,
                            title = { Bancada de Damas Dataset },
                            type = { Open Source Dataset },
                            author = { Dama },
                            howpublished = { \url{ https://universe.roboflow.com/dama/bancada-de-damas } },
                            url = { https://universe.roboflow.com/dama/bancada-de-damas },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-06-18 },
                            }