street signs Computer Vision Project

Jacek Kałużny

Updated 3 years ago

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Classes (21)
crosswalks
endofpriority
endspeed
priority
s100
s110
s120
s130
s140
s20
s30
s40
s50
s60
s70
s80
s90
speedcamera
stop trafficlights yield
Description

Here are a few use cases for this project:

  1. Autonomous Vehicle Navigation: The "street signs" model can be utilized by autonomous vehicles to recognize road signs in real time for safer navigation and adherence to traffic regulations.

  2. Smart City Infrastructure: The model can contribute to the development of smart cities by integrating it into traffic management systems to monitor and analyze traffic flow based on the recognition of different street signs.

  3. Driving Test Simulator Applications: The computer vision model can be integrated into driving test simulators to mimic real-world conditions and evaluating learner drivers on their responses to displayed road signs.

  4. Augmented Reality Navigation Apps: The model can be incorporated into AR-supported GPS and navigation applications to provide users with real-time, enhanced information on traffic regulations.

  5. Surveying and Mapping Services: Survey companies and GIS services could use the model to automatically update and refine their maps with changes in road speed limits, roadworks, or other road signs.

Supervision

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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{
                            street-signs-tfqfg_dataset,
                            title = { street signs Dataset },
                            type = { Open Source Dataset },
                            author = { Jacek Kałużny },
                            howpublished = { \url{ https://universe.roboflow.com/jacek-kaluzny/street-signs-tfqfg } },
                            url = { https://universe.roboflow.com/jacek-kaluzny/street-signs-tfqfg },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { dec },
                            note = { visited on 2024-12-03 },
                            }
                        
                    

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