SG Project Object Detection Dataset and Pre-Trained Model by Djoko Widodo

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Explore Dataset

Here are a few use cases for this project:

Transportation Management: The model can be used for smart city initiatives where real-time monitoring of vehicle types could help in traffic management systems, optimizing traffic flow, estimating peak hours, and planning better infrastructure for public transport.
Toll Collection: Toll systems could use the model to differentiate between various vehicle types (HGV, MC, Car, LGV, Bus) for implementing dynamic pricing, eliminating the need for manual verification at toll booths and enhancing operational efficiency.
Security and Surveillance: The model can help law enforcement agencies or security personnel to track or identify specific types of vehicles in public places or critical infrastructure, improving security measures and assisting in crime solving.
Automated Parking Systems: The computer vision model can be utilized for automating parking systems, where it could categorize vehicles into differently priced sectors or ensure appropriate allocation of parking spaces based on vehicle size.
Insurance Companies: Insurance companies can use the model to verify claims more accurately by distinguishing between the different vehicle types involved in incidents, eliminating possible human errors and increasing claim processing efficiency.

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{
                            sg-project_dataset,
                            title = { SG Project Dataset },
                            type = { Open Source Dataset },
                            author = { Djoko Widodo },
                            howpublished = { \url{ https://universe.roboflow.com/djoko-widodo-cl4ma/sg-project } },
                            url = { https://universe.roboflow.com/djoko-widodo-cl4ma/sg-project },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-05-12 },
                            }