syafiq fauzan

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Warning Road Sign recognition

Object Detection

Roboflow Universe syafiq fauzan Warning Road Sign recognition

Warning Road Sign recognition Computer Vision Project

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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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            warning-road-sign-recognition_dataset,
                            title = { Warning Road Sign recognition Dataset },
                            type = { Open Source Dataset },
                            author = { syafiq fauzan },
                            howpublished = { \url{ https://universe.roboflow.com/syafiq-fauzan/warning-road-sign-recognition } },
                            url = { https://universe.roboflow.com/syafiq-fauzan/warning-road-sign-recognition },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-05-03 },
                            }

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Source

syafiq fauzan

Last Updated

2 years ago

Project Type

Object Detection

Subject

traffic-sign

Views: 406

Views in previous 30 days: 27

Downloads: 11

Downloads in previous 30 days: 0

License

CC BY 4.0

Classes

Bend-To-The-Left Camera-operation-zone Chevron-to-the-left Chevron-to-the-right Clearway-No-Stopping Crossroad Crosswinds Curve-Ahead Detour-to-the-left-sign Detour-to-the-right-sign Diverge Divided-road-begins Divided-road-ends Dosmetic-Animal-Crossing Exit-To-The-Left Exit-to-the-right Give-way-Priorty Go-straight-or-turn-left Heavy-vehicles-prohibited-in-the-right-lane Height-Limit Junction-on-the-left-and-right-sign Keep-Left-Straight Keep-right-Straight Mandatory-Stop Merging-traffic-ahead-on-the-left Merging-traffic-ahead-on-the-right Narrow-bridge-ahead No-Entry No-Motorbike No-Parking No-Truck No-U-Turn No-left-turn No-overtaking No-right-turn No-slow-moving-vehicles Obstacles Obstruction One-Way-Street Other-Danger Pass-either-side-Straight Pedestrian-Crossing Road-Hump Road-narrows-ahead-from-the-left Road-work Roundabout-ahead School-children-crossing Side-road-junction-ahead-on-the-left Side-road-junction-ahead-on-the-right Slippery-road Speed-Limit Staggered-junctions-ahead-first-on-the-right T-junction-ahead Towing-Zone Traffic-light-ahead Two-way-traffic-ahead U-Turn Vehicles-exceeding-30-tonnes-prohibited Vehicles-exceeding-5-tonnes-prohibited Width-limit-3.5-metres Y-shaped-road-intersection
Object Detection Model