Probation Ball Object Detection Dataset and Pre-Trained Model by Probation Aterkia

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Explore Dataset

Here are a few use cases for this project:

Sports Analytics: The model can be used in sports which involve different colored balls like snooker or pool. The system can track the movement of balls, detect shots, and facilitate automated scorekeeping or match analysis.
Interactive Gaming Applications: The model can be used in augmented reality games where users need to interact with virtual balls of different colors. It can improve game experience by providing precise object tracking and interaction.
Factory Sorting Mechanism: Industries that produce multicolored balls (like toy manufacturers, ball pit facilities etc.) can use the "Probation Ball" model to automatically sort balls based by color, improving efficiency and speed of the sorting process.
Educational Tools for Children: The model can be used in applications developed for children to learn and distinguish colors. An interactive learning session could involve items like balls of different colors, identified by the model.
Security and Surveillance: In facilities where different color balls are used for access control (like a unique identifier), the "Probation Ball" model can be used to recognize and authorize access based on the color of the ball. This use can be extended to maintaining logs of access tied to specific colored balls.

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{
                            probation-ball-tefwp_dataset,
                            title = { Probation Ball Dataset },
                            type = { Open Source Dataset },
                            author = { Probation Aterkia },
                            howpublished = { \url{ https://universe.roboflow.com/probation-aterkia/probation-ball-tefwp } },
                            url = { https://universe.roboflow.com/probation-aterkia/probation-ball-tefwp },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { sep },
                            note = { visited on 2024-05-08 },
                            }