Cars Computer Vision Project

Annotate

Updated 2 years ago

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Classes (9)
bus car
mini van
other
pickup
rigid truck
rigid truck with trailer
tractor with trailer
van
Description

Here are a few use cases for this project:

  1. Traffic Monitoring: The "Cars" model can be used in traffic monitoring systems to manage congestion. It can identify vehicle types and their quantities, helping to better regulate traffic flow, identify patterns, and plan infrastructure improvements.

  2. Automated Toll Collection: Toll roads can use this model to automate toll collection by identifying the type of vehicle and charging the appropriate fee accordingly, leading to improved efficiency and reduced human error.

  3. Safety Surveillance: The model could be used in safety surveillance, helping to identify unusual patterns or potential safety hazards, such as a tractor with a trailer driving in a car-only zone.

  4. Autonomous Vehicles: This model can be integrated into autonomous vehicles' systems to help them recognize other vehicles on the road and make appropriate driving decisions, enhancing their capacity to safely interact with their real-world environment.

  5. Retail & Manufacturing: Car manufacturers and dealers can use this model to track the popularity of various types of vehicles, recognizing trends and making informed decisions on manufacturing and stocking.

Supervision

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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{
                            cars-xiblb_dataset,
                            title = { Cars Dataset },
                            type = { Open Source Dataset },
                            author = { Annotate },
                            howpublished = { \url{ https://universe.roboflow.com/annotate-4l8zt/cars-xiblb } },
                            url = { https://universe.roboflow.com/annotate-4l8zt/cars-xiblb },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { sep },
                            note = { visited on 2024-12-03 },
                            }
                        
                    

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