BALL TRACKING Computer Vision Project

Cricket Project

Updated 2 years ago

2.3k

views

56

downloads
Classes (4)
Ball Bowler
Stumps
stumpNS

Metrics

Try This Model
Drop an image or
Description

Here are a few use cases for this project:

  1. Cricket Coaching and Performance Analysis: Utilize the "BALL TRACKING" model to analyze player performance, providing insights on bowling techniques, ball trajectory, and stump detection to help improve skills and create personalized coaching plans.

  2. Automated Cricket Scoring System: Implement the model in a real-time video feed to automatically detect and record key events in the game, such as wickets and no-balls, enhancing the accuracy and speed of scorekeeping.

  3. Sports Video Highlight Creation: Enhance automated highlight generation for cricket matches by leveraging the model to identify crucial moments like wicket-taking deliveries and exceptional bowling performances for efficient and engaging highlight reels.

  4. Umpire Decision Support: Assist cricket umpires in making accurate decisions during matches by providing real-time analysis on ball-stump trajectories, determining the legality of a delivery, and helping verify dismissals such as LBW (Leg Before Wicket) decisions.

  5. Virtual Reality Cricket Simulations: Integrate the "BALL TRACKING" model into VR cricket training platforms, enabling users to accurately simulate and practice various bowling techniques and strategies, enhancing their overall gameplay experience.

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Supervision

Build Computer Vision Applications Faster with Supervision

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

Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            ball-tracking-ep61l_dataset,
                            title = { BALL TRACKING Dataset },
                            type = { Open Source Dataset },
                            author = { Cricket Project },
                            howpublished = { \url{ https://universe.roboflow.com/cricket-project/ball-tracking-ep61l } },
                            url = { https://universe.roboflow.com/cricket-project/ball-tracking-ep61l },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

Similar Projects

See More
36 images