Car Damage V5 Computer Vision Project

Car Damage

Updated a year ago

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Classes (4)
dent
glass_break
scratch
smash
Description

Here are a few use cases for this project:

  1. Automotive Insurance Claims: The model can be used to assist in the processing of car insurance claims by swiftly identifying and categorizing the type and extent of damage to a vehicle after an accident. This could expedite the claims process, reduce human error, and prevent fraudulent reports.

  2. Automobile Repair Shops: Mechanics can use the model to rapidly detect and classify damage to vehicles brought into auto body repair shops, helping to save time during inspection and accurately estimate the repair cost.

  3. Used Car Sales: Sellers of used cars may use this model to identify all the observable damages on the vehicles before a sale. This benefits both sellers in correctly pricing their cars and buyers by ensuring complete transparency.

  4. Vehicle Rental Services: Car rental companies could use the Car Damage V5 model to conduct automated inspections of their vehicles before and after rental periods in order to detect and document any newly incurred damages.

  5. Law Enforcement & Accident Analysis: This model can be used by law enforcement agencies or in forensic science to reconstruct accident scenarios. By classifying the type of damage on a vehicle, it could contribute to understanding the nature and cause of a crash.

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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-damage-v5_dataset,
                            title = { Car Damage V5 Dataset },
                            type = { Open Source Dataset },
                            author = { Car Damage },
                            howpublished = { \url{ https://universe.roboflow.com/car-damage-kadad/car-damage-v5 } },
                            url = { https://universe.roboflow.com/car-damage-kadad/car-damage-v5 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { oct },
                            note = { visited on 2024-12-23 },
                            }
                        
                    

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