AI

basketball

Instance Segmentation

1

basketball Computer Vision Project

Images

566 images
Explore Dataset

Here are a few use cases for this project:

  1. Player Performance Analysis: The "basketball" model can be utilized in sports analysis to evaluate player performance by identifying player movements, ball handling, shooting angles, shot success rate considering the rim, etc.

  2. Augmented Reality Games: It could be used in the development of augmented reality (AR) sports games where real-world gestures and actions are mimicked in the game setting. The model can identify the person, ball, and rim to integrate these elements in the gameplay.

  3. Sports Broadcasting Enhancement: The model can enhance the viewing experience by providing advanced tracking statistics in live broadcasts or highlights, such as identifying key moments where the person, ball, and rim interacted in significant ways.

  4. Training and Coaching: It can be used to analyze training exercises and provide feedback. It can identify incorrect techniques or recommend improvements based on the data it gathers about the person's interaction with the ball and the rim.

  5. Surveillance and Security in Sports Facilities: When installed in sports facilities, the model can help in identifying if the property is being used for its intended purpose. For example, if only people and the basketball are present but no interaction with the rim, it could suggest irregular activities.

Cite This Project

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

@misc{
                            basketball-cajrw_dataset,
                            title = { basketball Dataset },
                            type = { Open Source Dataset },
                            author = { AI },
                            howpublished = { \url{ https://universe.roboflow.com/ai-79z1a/basketball-cajrw } },
                            url = { https://universe.roboflow.com/ai-79z1a/basketball-cajrw },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-04-28 },
                            }
                        

Connect Your Model With Program Logic

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

Source

AI

Last Updated

10 months ago

Project Type

Instance Segmentation

Subject

people-rim-ball

Views: 148

Views in previous 30 days: 2

Downloads: 26

Downloads in previous 30 days: 0

License

CC BY 4.0

Classes

ball people rim