Object Detection

car-lights-sharif Computer Vision Project


2022 images
Explore Dataset

Here are a few use cases for this project:

  1. Traffic Monitoring: "car-lights-sharif" can be utilized in a significant manner to handle road traffic. By identifying front-lights, rear-lights, and vehicles, it could assist in tracking vehicle movements and detecting traffic violations, particularly during night hours or poor visibility conditions.

  2. Automobile Manufacturing: Production companies might use this model to ensure the correct assembly of car lights in the manufacturing process. By identifying the various types of lights, errors in placement or function can be identified early and rectified.

  3. Autonomous Vehicles: In the field of self-driving cars, the model can be used to help these vehicles identify other vehicles on the road by recognizing their lights and license plates. This can be crucial in dark or foggy conditions when other details might be obscured.

  4. Security and Law Enforcement: The model's license plate and car identification capabilities can assist authorities by monitoring and storing the vehicles' data that pass in a particular area, identifying stolen cars or ones involved in unlawful activities.

  5. Advanced Driver Assistance Systems (ADAS): This model could improve the efficiency of ADAS by providing accurate real-time detection of other vehicles' presence and distance based on their lights, thus playing a significant role in collision prevention.

Cite this Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ car-lights-sharif_dataset,
    title = { car-lights-sharif Dataset },
    type = { Open Source Dataset },
    author = { Carlight },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { nov },
    note = { visited on 2023-12-05 },

Find utilities and guides to help you start using the car-lights-sharif project in your project.



Last Updated

a year ago

Project Type

Object Detection




car, front-light, license-plate, rear-light, vehicle

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Downloads: 2

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CC BY 4.0