Damaged car parts Computer Vision Project

Mohamed Abdelhalim

Updated 5 months ago

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Classes (19)
back_bumper
back_glass
back_left_door
back_left_light
back_right_door
back_right_light
fender
front_bumper
front_glass
front_left_door
front_left_light
front_right_door
front_right_light
hood
left_mirror
right_mirror
tailgate
trunk wheel

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Description

Here are a few use cases for this project:

  1. Insurance Claims Processing: This model can be used by auto insurance companies to automate the process of assessing the damage on vehicles involved in accidents. After a collision, policyholders can take pictures of their damaged vehicles, and the model can identify and classify the damage, speeding up the claims process.

  2. Vehicle Repair Estimates: Auto repair shops can utilize this model to quickly generate estimates for vehicle repairs. By using it to catalogue damage, repairs needed for specific parts could be more accurately priced.

  3. Online Car Selling Platforms: This model could be used on platforms where used cars are sold. Sellers could upload images of their cars, and the model could assess any visible damage, providing potential buyers with more information about the condition of the vehicle.

  4. Traffic Accident Analysis: Law enforcement or accident investigators could use this model to help determine the sequence of events in a car accident. By identifying the damaged parts of the vehicles involved, it could offer clues to how the accident happened.

  5. Car Rental Services: Car Rental companies could implement this model to automatically evaluate the condition of cars when they are returned by customers. This could identify any new damages or irregularities as compared to the car's condition at the start of the rental period.

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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{
                            damaged-car-parts-1srjx_dataset,
                            title = { Damaged car parts Dataset },
                            type = { Open Source Dataset },
                            author = { Mohamed Abdelhalim },
                            howpublished = { \url{ https://universe.roboflow.com/mohamed-abdelhalim/damaged-car-parts-1srjx } },
                            url = { https://universe.roboflow.com/mohamed-abdelhalim/damaged-car-parts-1srjx },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { jul },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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