Merge-2 Computer Vision Project

Car Scratch Detection

Updated 5 days ago

0

views

0

downloads
Classes (42)
A/C Climate control block
Armrests
Bluetooth
Center_console
Cruise control
Driver_dash_controls
Driver_power_seat
Driver_seat
Front_left_door_panel
Gearbox
HMI Multimedia screen
Hand brake button
Lights knobs
Multimedia control
Multimedia knob joystick
Odometer
Passenger_power_seat
Passenger_seat
Rear_air_vents
Rear_left_seat
Rear_right_seat
Seat-belt
Steering wheel
Steering_wheel
Sunroof
Touchscreen
Wipers knobs
air-conditioner
center'Stack
center-Stack
center`Stack
compteur
door-lock
driving-mirror
gear-stick
hand-break
seat-belt-buckle
steering-wheels
steeringwheel
sun visor
window-button
wing-mirror
Description

Here are a few use cases for this project:

  1. Automotive Industry Quality Control: Utilize the autoCenterStack model to streamline the quality control process for automobile manufacturers. The model can verify if all components, including steering-wheels, gear-sticks, door-locks, and other interior elements, are installed correctly and meet design specifications.

  2. Custom Interior Design Applications: Enhance car customization apps or websites with the autoCenterStack model by allowing users to virtually mix and match various interior components. Users can create a personalized car design by swapping out or modifying steering wheels, gear sticks, door locks, or other features identified by the model.

  3. Virtual Reality Driving Simulators: Improve the realism and accuracy of virtual reality driving simulators by incorporating the autoCenterStack model. The model can identify and classify the various components in the simulated environment, allowing developers to achieve a highly detailed and interactive simulation of car interiors.

  4. Driver's Education and Training: Integrate the autoCenterStack model into driver's education and training materials to create an engaging and interactive learning experience. Students can learn about car components more effectively by interacting with labeled car interior elements, aiding retention and understanding of important safety and operational components.

  5. Online Marketplaces for Used Cars: Improve the user experience on used car marketplaces by utilizing the autoCenterStack model to generate metadata tags for car interior images. This can help potential buyers find specific car models or interior features through relevant search options, streamlining their decision-making process.

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{
                            merge-2-dtjxn_dataset,
                            title = { Merge-2 Dataset },
                            type = { Open Source Dataset },
                            author = { Car Scratch Detection },
                            howpublished = { \url{ https://universe.roboflow.com/car-scratch-detection/merge-2-dtjxn } },
                            url = { https://universe.roboflow.com/car-scratch-detection/merge-2-dtjxn },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { dec },
                            note = { visited on 2024-12-18 },
                            }
                        
                    

Similar Projects

See More
3.3k images
3.4k images