SelfDriving Car

Self-Driving Cars

Object Detection

Self-Driving Cars Computer Vision Project

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Here are a few use cases for this project:

  1. Autonomous Vehicle Navigation: The model can be used in self-driving car systems to recognize traffic signs accurately. This would enable autonomous vehicles to follow traffic rules and regulations, analyzing every sign whether it’s about speed limit or stop and go indications to safely navigate the roads.

  2. Traffic Rule Compliance: This model can be used in driver assistance systems to ensure that drivers comply with all traffic rules. Alerts can be generated when drivers exceed the speed limit or don't stop at red lights, fostering safer roads.

  3. Road Safety Training Programs: Driving schools and automotive companies can build simulations and education programs using this model. These programs can offer practical guidance to new drivers on identifying and responding to different traffic signs, thus enhancing road safety knowledge.

  4. Smart City Infrastructure: City authorities could use this model in connected CCTV or IoT infrastructure to track and monitor traffic compliance in real-time, helping identify areas with frequent rules violation for potential improvement.

  5. Road Network Analysis: Transportation engineering researchers can use this model to analyze how efficiently different sign classes are distributed and recognized around the city. This data can be instrumental in planning more efficient and safer road networks.

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{
                            self-driving-cars-lfjou_dataset,
                            title = { Self-Driving Cars Dataset },
                            type = { Open Source Dataset },
                            author = { SelfDriving Car },
                            howpublished = { \url{ https://universe.roboflow.com/selfdriving-car-qtywx/self-driving-cars-lfjou } },
                            url = { https://universe.roboflow.com/selfdriving-car-qtywx/self-driving-cars-lfjou },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-03-04 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Self-Driving Cars project in your project.

Last Updated

9 months ago

Project Type

Object Detection

Subject

Signs

Classes

Green Light Red Light Speed Limit 10 Speed Limit 100 Speed Limit 110 Speed Limit 120 Speed Limit 20 Speed Limit 30 Speed Limit 40 Speed Limit 50 Speed Limit 60 Speed Limit 70 Speed Limit 80 Speed Limit 90 Stop

Views: 3641

Views in previous 30 days: 580

Downloads: 225

Downloads in previous 30 days: 33

License

CC BY 4.0

Road-Sign-Car-Cyclist-pedest-Trafficsign
5170 images
signs
3408 images
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10000 images