Traffic Detection Object Detection Dataset and Pre-Trained Model by Joaquin dela Cruz

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Explore Dataset

Here are a few use cases for this project:

Traffic Management Systems: This model can be utilized in traffic monitoring and control centers to gain insights about the types of vehicles on roads. By recognizing different vehicle classes, the authorities can manage congestion, prioritize vehicle types, and introduce effective traffic rules.
Smart Parking Solutions: The model can be employed to recognize vehicles entering parking lots. By identifying vehicle types, it can allocate suitable parking spots. For instance, a truck would require more space than a car.
Automated Toll Collection: By identifying the type of vehicle, it can provide differential toll rates. For example, a truck might be charged more than a minibus, depending on regional laws.
Traffic Study and Urban Planning: This model can act as an essential tool for doing traffic analysis, helping urban planners to design better and more efficient roadways according to the traffic composition.
Surveillance and Law Enforcement: The Traffic Detection model can assist in identifying potential traffic violations such as trucks or buses using lanes designated for smaller vehicles. It can enhance the capacity of law enforcement agencies to maintain road safety rules.

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{
                            traffic-detection-ww3g7_dataset,
                            title = { Traffic Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Joaquin dela Cruz },
                            howpublished = { \url{ https://universe.roboflow.com/joaquin-dela-cruz-fongt/traffic-detection-ww3g7 } },
                            url = { https://universe.roboflow.com/joaquin-dela-cruz-fongt/traffic-detection-ww3g7 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { oct },
                            note = { visited on 2024-05-08 },
                            }