Final Project Model Object Detection Dataset and Pre-Trained Model by CMSC477

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Explore Dataset

Here are a few use cases for this project:

Lego Building and Construction: This model can help in identifying different Lego classes for automated constructions, suggesting for hobbyists which piece to use next based on their building plan, and assisting in automatic sorting of available Lego pieces.
Gaming and Competition: The model could be integrated within Lego games where it could recognize and keep score of obstacles, goals, and Lego pieces. This could be particularly useful in robotics competition or interactive Lego board games.
Educational Purposes: Educators could use this model to create interactive and educational activities for kids, helping them to identify different Lego classes and understand spatial relationships.
Augmented Reality Applications: This model could be implemented into AR apps for kids or Lego enthusiasts, where users could scan their Lego pieces and the app would suggest different structures or objects to build.
Lego Resale and Inventory Management: The model could be utilized in sorting, identification, categorization, and inventory management of Lego pieces for online resellers or collectors, making the process of listing and selling individual pieces or sets more efficient.

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{
                            final-project-model_dataset,
                            title = { Final Project Model Dataset },
                            type = { Open Source Dataset },
                            author = { CMSC477 },
                            howpublished = { \url{ https://universe.roboflow.com/cmsc477-rrnmg/final-project-model } },
                            url = { https://universe.roboflow.com/cmsc477-rrnmg/final-project-model },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-05-03 },
                            }