red traffic light v1 Computer Vision Project

project-cb9s1

Updated a year ago

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Classes (5)
car crosswalk
green traffic light
person
red traffic light
Description

Here are a few use cases for this project:

  1. Autonomous driving: This model can assist autonomous vehicles in understanding their surroundings better to make safe and accurate decisions. Identifying red traffic lights and crosswalks is crucial in navigation and respecting traffic laws.

  2. Traffic Monitoring System: This model can be used to monitor traffic flows and understand crowd movements in real-time. It could help authorities to regulate traffic lights dynamically based on the flow of cars and pedestrians, increasing road safety and efficiency.

  3. Driver Assistance Systems: "Red Traffic Light v1" can be incorporated into advanced driver-assistance systems (ADAS) to alert drivers about upcoming traffic lights, crosswalks, or person in the way, reducing accidents and promoting safer driving habits.

  4. Mapping and Geospatial Analysis: The model could be useful in drones or satellite imagery applications for monitoring, mapping and analyzing urban environments in relation to traffic flow, pedestrian safety, and transportation planning.

  5. Augmented Reality Applications: This model could be used in constructing AR navigation systems, offering real-time, interactive guidance to drivers or pedestrians, by identifying key features like cars, traffic lights, and crosswalks.

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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{
                            red-traffic-light-v1_dataset,
                            title = { red traffic light v1 Dataset },
                            type = { Open Source Dataset },
                            author = { project-cb9s1 },
                            howpublished = { \url{ https://universe.roboflow.com/project-cb9s1/red-traffic-light-v1 } },
                            url = { https://universe.roboflow.com/project-cb9s1/red-traffic-light-v1 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-11-13 },
                            }
                        
                    

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