Car Damage Images Computer Vision Project

Car Damage

Updated 2 years ago

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Classes (9)
Broken glass Dent
Misalign part
Missing part
Paint damage
Scratch
front-end-damage
rear-end-damage
side-impact-damage
Description

Here are a few use cases for this project:

  1. Insurance Assessment: This model can be used by insurance companies to automate the process of assessing car damage in insurance claims. By simply using photographs of the damaged vehicle, the model can identify the type and extent of damage, making the claim processing faster and more objective.

  2. Automotive Repair Estimates: Car repair shops can use this model to get an approximate idea of the damage and therefore provide a more accurate cost estimate for their clients. It can also assist in identifying nonobvious damage.

  3. Used Car Market Evaluation: This model can be used in used car platforms to evaluate the current condition of the cars listed for sale. By identifying existing damage, buyers can make more informed decisions and sellers can price their vehicles more accurately.

  4. Law Enforcement and Road Safety: Traffic police and accident investigation teams can utilize this model to evaluate the types of damages after a road accident. It will assist in rebuilding the accident scenario, providing insights during investigations.

  5. Auto-manufacturing Quality Control: Automobile manufacturers can use this model in their factories to automatically inspect new cars for any damage or misaligned/missing parts before they are dispatched from the factory, ensuring quality control.

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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-images_dataset,
                            title = { Car Damage Images Dataset },
                            type = { Open Source Dataset },
                            author = { Car Damage },
                            howpublished = { \url{ https://universe.roboflow.com/car-damage-kadad/car-damage-images } },
                            url = { https://universe.roboflow.com/car-damage-kadad/car-damage-images },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-11-13 },
                            }
                        
                    

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