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Warning Road Sign recognition Computer Vision Project

MiniProjetCNN

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Object Detection Model snap
Classes (21)
Chevron-to-the-left
Clearway-No-Stopping
Diverge
Give-way-Priorty
Height-Limit
Keep-Left-Straight
Keep-right-Straight
Mandatory-Stop
Merging-traffic-ahead-on-the-left
No-Entry No-Parking
Obstruction
Other-Danger
Pedestrian-Crossing
Road-Hump
School-children-crossing
Side-road-junction-ahead-on-the-left
Speed-Limit
Towing-Zone
Traffic-light-ahead
U-Turn

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Description

Here are a few use cases for this project:

  1. Autonomous Driving Systems: The model could be used in self-driving cars to understand and obey various road signs, ensuring safe and effective navigation through different traffic scenarios.

  2. Driver Assisting Applications: A driving assistant app could use this model to help alert drivers in real-time about upcoming road signs, potentially improving safety and reducing accident risks.

  3. Traffic Management Systems: Municipalities could implement this model into surveillance cameras to monitor compliance with road signs and detect instances of dangerous driving.

  4. Virtual Reality Driving Simulators: This model could be used in a VR driving simulator to accurately replicate real-world road sign recognition, providing users with a more immersive learning experience.

  5. Educational Applications for Driving Test Preparation: The model could be used in applications designed to prepare new drivers for driving tests, enhancing their ability to recognize and understand different road signs.

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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{
                            warning-road-sign-recognition-rvep3_dataset,
                            title = { Warning Road Sign recognition Dataset },
                            type = { Open Source Dataset },
                            author = { MiniProjetCNN },
                            howpublished = { \url{ https://universe.roboflow.com/miniprojetcnn/warning-road-sign-recognition-rvep3 } },
                            url = { https://universe.roboflow.com/miniprojetcnn/warning-road-sign-recognition-rvep3 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { dec },
                            note = { visited on 2024-12-18 },
                            }

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