Basket Ball Tracking Computer Vision Project

Zeeshan Public Projects

Updated 3 years ago

314

views

4

downloads
Classes (2)
Description

Here are a few use cases for this project:

  1. Sports Analytics: Track and record player movements, ball possession, and shot patterns during basketball games. This data can be used by coaches to drive strategy, assess performance, and develop individual player skills.

  2. Automated Game Highlights: Generate video highlights by detecting exciting moments, such as epic passes, great defensive plays, or successful shots in basketball games. Sports broadcasters and social media enthusiasts can then use these clips to create engaging content for fans.

  3. Virtual Reality Training: Incorporate the "Basket Ball Tracking" model into virtual reality training systems that mimic real-world situations to help athletes and teams improve their overall gameplay, decision-making, and situational awareness in basketball.

  4. Injury Prevention and Detection: Utilize the tracked data to identify improper posture, forceful impacts between players, or unusual ball-person interactions in basketball games. The information could be used to flag potential injury risks and encourage safer playing practices.

  5. Real-Time Fan Engagement: Create interactive apps or live features that allow fans to track their favorite players, stay updated on key moments, and even participate in trivia or prediction challenges based on the tracked information. This would enhance the spectator experience for basketball fans, whether they are watching the game live or online.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE
MIT

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

                        @misc{
                            basket-ball-tracking-xkyu5_dataset,
                            title = { Basket Ball Tracking Dataset },
                            type = { Open Source Dataset },
                            author = { Zeeshan Public Projects },
                            howpublished = { \url{ https://universe.roboflow.com/zeeshan-public-projects/basket-ball-tracking-xkyu5 } },
                            url = { https://universe.roboflow.com/zeeshan-public-projects/basket-ball-tracking-xkyu5 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { oct },
                            note = { visited on 2024-11-13 },
                            }
                        
                    

Similar Projects

See More