Rolland Garros ball detection Object Detection Dataset and Pre-Trained Model by VB1310

Images

491 images

Explore Dataset

Here are a few use cases for this project:

Tennis Match Analysis: Use the "Rolland Garros ball detection" model to analyze and track the movement of tennis balls during professional or amateur matches, helping players and coaches identify strengths, weaknesses, and strategies.
Umpire/Referee Assistance: Implement the model in a smart system that aids umpires or referees in closely-contested tennis matches, especially for verifying close calls on ball placements, like on the line or out of bounds.
Virtual Tennis Coaching: Incorporate the model into an interactive training app that provides instant feedback to tennis players, helping them improve their gameplay by analyzing ball movement, shot accuracy, and technique.
Sports Broadcast Enhancement: Utilize the "Rolland Garros ball detection" model as an on-screen augmented reality tool for television broadcasts or live streams, offering viewers real-time insights about ball speed, trajectory, and landing positions.
Automated Tennis Ball Collection: Integrate the model into robotic systems designed to collect tennis balls in practice sessions or tennis clubs, improving the efficiency and effectiveness of ball collection and reducing the need for manual labor.

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{
                            rolland-garros-ball-detection_dataset,
                            title = { Rolland Garros ball detection Dataset },
                            type = { Open Source Dataset },
                            author = { VB1310 },
                            howpublished = { \url{ https://universe.roboflow.com/vb1310/rolland-garros-ball-detection } },
                            url = { https://universe.roboflow.com/vb1310/rolland-garros-ball-detection },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-05-09 },
                            }