ALICE_line_robocup Semantic Segmentation Dataset and Pre-Trained Model by 2023RoboCup

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Explore Dataset

Here are a few use cases for this project:

Referee Assistance: This model could be used in real-time by referees in professional soccer matches to accurately interpret lines and make fair judgments during game play (for example, confirming offside decisions or determining if a ball is out of play).
Sports Broadcasting: Networks and online streaming platforms could use this in live broadcasts to help visualize player formations, ball trajectories, or for simulations during commentary analysis enabling enhanced engagement with viewers.
Training Analytics: Coaches or players themselves can use this model for post-game analysis, evaluating player and ball movements within the pitch. This would be beneficial for developing strategies and understanding player dynamics.
Robotic Soccer Training: This could be used in robotic soccer tournaments like RoboCup, where it can aid the robots in understanding their field boundaries, improving their game tactics and movement efficiency.
Sports VR Gaming: In the development of football/soccer themed Virtual Reality (VR) games, this model can be integrated to help create a more immersive and realistic playing field.

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{
                            alice_line_robocup_dataset,
                            title = { ALICE_line_robocup Dataset },
                            type = { Open Source Dataset },
                            author = { 2023RoboCup },
                            howpublished = { \url{ https://universe.roboflow.com/2023robocup-lsdgy/alice_line_robocup } },
                            url = { https://universe.roboflow.com/2023robocup-lsdgy/alice_line_robocup },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { jan },
                            note = { visited on 2024-05-08 },
                            }