trafficlight Computer Vision Project

CV

Updated 2 years ago

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Classes (24)
front_or_left
front_or_right
hump
left_turn
narrows_from_left
narrows_from_right
no_horron
no_parking
no_u_turn
overtaking_is_forbidden
parking pedestrian_crossing
right_or_left
right_turn
rotor slow
speed_100
speed_30
speed_40
speed_50
speed_60
speed_80
stop
u_turn

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Description

Here are a few use cases for this project:

  1. Autonomous Driving: The "trafficlight" model can be particularly useful in autonomous driving systems, helping the vehicle understand road signs and make safe decisions based on real-time traffic conditions.

  2. Navigation Apps: This computer vision model could be integrated within navigation applications to provide a real-time assistance to drivers, ensuring they are aware of speed limits, turn restrictions, parking availability, and road humps.

  3. Traffic Management: The model can aid in proactive traffic management and planning. By understanding road signs, it could predict potential traffic issues and guide resolution, such as changes in speed limits or no parking signs.

  4. Driver’s Education: This could be used as a tool in driver’s education systems, testing students' understanding of various traffic signs, or simulating specific driving conditions to enhance their learning experience.

  5. Augmented Reality Games: In gaming, particularly AR-powered games that involve driving or navigating through real-world roads, the "trafficlight" model can be used to incorporate actual traffic rules within the gaming environment, thereby enhancing the realism.

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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{
                            trafficlight-7vaxi_dataset,
                            title = { trafficlight Dataset },
                            type = { Open Source Dataset },
                            author = { CV },
                            howpublished = { \url{ https://universe.roboflow.com/cv-qykcv/trafficlight-7vaxi } },
                            url = { https://universe.roboflow.com/cv-qykcv/trafficlight-7vaxi },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-11-12 },
                            }
                        
                    

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