Car Damages Computer Vision Project

project-p5nyc

Updated 2 years ago

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Classes (5)
Minor Damage (Dent)
Minor Damage (Scratch)
No Damage
Severe Damage
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Description

Here are a few use cases for this project:

  1. Insurance Claim Processing: The "Car Damages" model can be used by insurance companies to automatically detect and classify the level of damage in car accident photographs, helping assessors to expedite claim processing and provide more accurate repair cost estimates.

  2. Used Car Marketplace: Online platforms for buying and selling used cars can take advantage of the "Car Damages" model to automatically detect and classify damages in car photographs, providing objective and reliable information to potential buyers.

  3. Vehicle Maintenance: Car repair shops and automotive maintenance facilities can use the "Car Damages" model to automate initial vehicle assessment from customer-provided photographs, allowing them to estimate repair costs and prioritize scheduling more effectively.

  4. Rental Car Inspections: Car rental companies can integrate the "Car Damages" model into their pre- and post-rental inspections to automatically document levels of damage for each vehicle's rental history, enabling faster and more objective assessments of damages and accountability.

  5. Traffic Accident Analysis: Law enforcement and traffic safety organizations can use the "Car Damages" model to analyze accident scene photographs to better understand the severity of collisions and contribute to the development of policies and recommendations aimed at reducing road accidents.

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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{
                            car-damages-v3gyz_dataset,
                            title = { Car Damages Dataset },
                            type = { Open Source Dataset },
                            author = { project-p5nyc },
                            howpublished = { \url{ https://universe.roboflow.com/project-p5nyc/car-damages-v3gyz } },
                            url = { https://universe.roboflow.com/project-p5nyc/car-damages-v3gyz },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-11-13 },
                            }