MinorDamage Computer Vision Project

Satish Satpal

Updated 2 years ago

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Description

Here are a few use cases for this project:

  1. Automotive Insurance Claims Analysis: Insurance companies can integrate the "MinorDamage" model into their claim process to automate damage identification on user-submitted images. This aids in faster processing and more accurate claims assessment.

  2. Used Vehicle Listings: This model can be employed by online marketplaces for used vehicles to identify and categorize the level of external damage on the listed cars, providing potential buyers with a clearer understanding of the car's condition.

  3. Car Rental Services: Rental services can use this model to check returned cars for any new minor damages like scratches and dents. This helps in ensuring a proper management and maintenance of the rented fleet.

  4. Vehicle Maintenance and Repair: Auto repair shops can implement "MinorDamage" to document the condition of a vehicle when it arrives, identify any required repairs and track the process of repair.

  5. Automated Car Washing Facilities: These places could use the "MinorDamage" model to detect any existing damage before washing. This could protect them from falsely claimed damages by customers after washing.

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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{
                            minordamage_dataset,
                            title = { MinorDamage Dataset },
                            type = { Open Source Dataset },
                            author = { Satish Satpal },
                            howpublished = { \url{ https://universe.roboflow.com/satish-satpal-ibrpv/minordamage } },
                            url = { https://universe.roboflow.com/satish-satpal-ibrpv/minordamage },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-11-21 },
                            }