CarsOpenDoor Computer Vision Project

Artur

Updated 3 years ago

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Classes (13)
Drive Side Back Seat
Driver Rear Door
Driver Side Back Door
Driver Side Back Seat
Driver Side Front Door
Driver Side Front Seat
Engine
Passenger Side Back Door
Passenger Side Back Seat
Passenger Side Front Door
Passenger Side Front Seat
Passenger Side Rear Door
Trunk
Description

Here are a few use cases for this project:

  1. Automotive Repair and Maintenance: Technicians can use the CarsOpenDoor model to quickly identify the specific door or car component they need to work on, streamlining the repair process and reducing the time spent on diagnosing issues.

  2. Vehicle Inspection: Law enforcement and security personnel can use the model to inspect vehicle images quickly, identifying any irregularities related to open doors or specific car components, thus improving the efficiency of vehicle inspections for safety and regulations.

  3. Augmented Reality Showroom: Car dealerships can use the model to create an augmented reality experience for customers, allowing them to virtually explore vehicles with open doors and components, helping them to make informed decisions about purchasing their next car.

  4. Accident Reconstruction: Insurance companies and investigators can use the CarsOpenDoor model to analyze images of car accidents, identifying the positions of the doors and car components at the time of the incident. This can provide valuable insights into the causes and potential liabilities in accident cases.

  5. Driver's Education: The model can be used to create interactive learning tools and simulations for new drivers to help them understand the various parts and functions of a vehicle, such as learning how to access and operate certain doors or components. This could assist in more effective driver's education programs.

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{
                            carsopendoor_dataset,
                            title = { CarsOpenDoor Dataset },
                            type = { Open Source Dataset },
                            author = { Artur },
                            howpublished = { \url{ https://universe.roboflow.com/artur-tfzdv/carsopendoor } },
                            url = { https://universe.roboflow.com/artur-tfzdv/carsopendoor },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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