Damaged car parts Object Detection Dataset and Pre-Trained Model by Mohamed Abdelhalim

Images

690 images

Explore Dataset

Here are a few use cases for this project:

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.
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.
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.
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.
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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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 = { 2022 },
                            month = { jul },
                            note = { visited on 2024-04-23 },
                            }