Lane Line Segmentation v2 Computer Vision Project

Demarcation Road Lane Line

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Description

Here are a few use cases for this project:

  1. Autonomous Vehicle Navigation: This model can be integral in the navigation systems of self-driving cars to identify and stay within lanes, aiding in safer autonomous transportation.

  2. Advanced Driver Assistance Systems (ADAS): Traditional vehicles can use this model to alert drivers if they are veering off their lanes or approaching the wrong lane, thereby enhancing road safety.

  3. Traffic Management Systems: The model can be implemented in traffic surveillance to monitor lane discipline and adherence to road signs, helping to enhance traffic law enforcement.

  4. Road Maintenance: Governments could use this model to periodically check road conditions and identify fading or missing lane lines that need attention, ensuring better road maintenance and safety.

  5. AR Driving Assistants: The lane line detection could be used in Augmented Reality style driving assistants that overlay lane information and navigational aids directly onto the driver's view of the road.

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LICENSE
CC BY 4.0

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

                        @misc{
                            lane-line-segmentation-v2_dataset,
                            title = { Lane Line Segmentation v2 Dataset },
                            type = { Open Source Dataset },
                            author = { Demarcation Road Lane Line },
                            howpublished = { \url{ https://universe.roboflow.com/demarcation-road-lane-line/lane-line-segmentation-v2 } },
                            url = { https://universe.roboflow.com/demarcation-road-lane-line/lane-line-segmentation-v2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-09-22 },
                            }