traffic light detection carla world Computer Vision Project

Bachelor Thesis

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Description

Here are a few use cases for this project:

  1. Autonomous Vehicle Navigation: Integration of the "traffic light detection carla world" computer vision model with autonomous vehicle technology could aid in safe and accurate navigation. It could efficiently identify traffic lights and respond to red, yellow, and green lights accurately, thereby ensuring traffic rule adherence.

  2. Traffic Surveillance Systems: The model can be incorporated into CCTV surveillance systems at intersections to track traffic light violations, spot any infractions, and assist in enforcing law compliance more effectively.

  3. Traffic Management: Governments or traffic management agencies can use the system to analyze traffic flow and behavior during different traffic light stages. This could aid in better urban planning and optimizing traffic light timings for smoother traffic flow.

  4. Driver Training Simulators: The model could be integrated into virtual reality (VR) or video game-based driving simulators to make them more realistic and more effective for teaching new drivers about traffic rules and how to react to different traffic light signals.

  5. Advanced Driver-Assistance Systems (ADAS): Implementing such a model into ADAS can provide real-time alerts to drivers about changing traffic lights, potentially improving driver safety and minimizing traffic violations.

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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{
                            traffic-light-detection-carla-world_dataset,
                            title = { traffic light detection carla world Dataset },
                            type = { Open Source Dataset },
                            author = { Bachelor Thesis },
                            howpublished = { \url{ https://universe.roboflow.com/bachelor-thesis-sru9q/traffic-light-detection-carla-world } },
                            url = { https://universe.roboflow.com/bachelor-thesis-sru9q/traffic-light-detection-carla-world },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-11-21 },
                            }