Car Components Dataset Object Detection Dataset and Pre-Trained Model by Sammy

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Explore Dataset

Here are a few use cases for this project:

Auto Repair Assistance: The dataset can be used by auto repair shops or for DIY enthusiasts to help identify the specific components of a car. It can assist in troubleshooting and repair by pinpointing to the exact component needing repair or replacement.
Car Manufacturing Quality Control: Automotive manufacturers could apply the model to ensure that all necessary parts are properly installed and in the correct position during the assembly process. It may also be used to identify any misalignments or defects at early stages.
Automobile Insurance Claim Inspection: Insurance companies could use the Car Components Dataset to help in assessing damages for claims purposes. After an accident, the model can quickly identify and document damaged components, thus improving the speed and accuracy of the claims process.
Vehicle Classification Systems: The dataset could assist in improving the accuracy of a vehicle classification system. By identifying specific car components, the system can make more accurate predictions about the model or make of a vehicle.
Autonomous Vehicle Development: Developers of autonomous vehicles could use the model to help the vehicles identify key components of other cars on the road. This knowledge could assist in safe navigation and decision-making in complex traffic scenarios.

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{
                            car-components-dataset_dataset,
                            title = { Car Components Dataset Dataset },
                            type = { Open Source Dataset },
                            author = { Sammy },
                            howpublished = { \url{ https://universe.roboflow.com/sammy/car-components-dataset } },
                            url = { https://universe.roboflow.com/sammy/car-components-dataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-04-26 },
                            }