1.2k images
Dataset Image
Dataset Image
Dataset Image
Dataset Image
Dataset Image
Dataset Image
Dataset Image

Car Components Dataset Computer Vision Project

Sammy

Updated a year ago

680

views

14

downloads
Tags
Object Detection Model snap
Classes (15)
back_glass
back_left_side_light
back_right_side_light
door front_bumper
front_glass
front_left_side_door
front_left_side_light
front_left_side_mirror
front_right_side_door
front_right_side_light
front_right_side_mirror
hood rear_bumper wheel

Metrics

Try This Model
Drop an image or
Description

Here are a few use cases for this project:

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Try In Browser Deploy Model
Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

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-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 2024-12-18 },
                            }

Similar Projects

See More