100+ datasets found
  1. R

    Helmet & License Plate Detection Dataset

    • universe.roboflow.com
    zip
    Updated May 21, 2025
    + more versions
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    helmetdetection (2025). Helmet & License Plate Detection Dataset [Dataset]. https://universe.roboflow.com/helmetdetection-fkogt/helmet-license-plate-detection-ujzvt/model/1
    Explore at:
    zipAvailable download formats
    Dataset updated
    May 21, 2025
    Dataset authored and provided by
    helmetdetection
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Helmet Nohelmet Licenseplate Bounding Boxes
    Description

    Helmet & License Plate Detection

    ## Overview
    
    Helmet & License Plate Detection is a dataset for object detection tasks - it contains Helmet Nohelmet Licenseplate annotations for 953 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  2. o

    HELMET dataset

    • osf.io
    Updated Mar 2, 2024
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    Hanhe Lin; Felix Siebert (2024). HELMET dataset [Dataset]. http://doi.org/10.17605/OSF.IO/4PWJ8
    Explore at:
    Dataset updated
    Mar 2, 2024
    Dataset provided by
    Center For Open Science
    Authors
    Hanhe Lin; Felix Siebert
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The largest annotated motorcycle helmet use dataset

  3. R

    Motorcycle And Helmet Detection Dataset

    • universe.roboflow.com
    zip
    Updated Nov 29, 2023
    + more versions
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    Data Science 3 M1FA2Data Preprocessing (2023). Motorcycle And Helmet Detection Dataset [Dataset]. https://universe.roboflow.com/data-science-3-m1fa2data-preprocessing-5vgxq/motorcycle-and-helmet-detection
    Explore at:
    zipAvailable download formats
    Dataset updated
    Nov 29, 2023
    Dataset authored and provided by
    Data Science 3 M1FA2Data Preprocessing
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Motorcycle Rider Bounding Boxes
    Description

    Motorcycle And Helmet Detection

    ## Overview
    
    Motorcycle And Helmet Detection is a dataset for object detection tasks - it contains Motorcycle Rider annotations for 837 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  4. R

    Helmet Detection Dataset

    • universe.roboflow.com
    zip
    Updated Dec 18, 2023
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    Lam Phams Project Workspace (2023). Helmet Detection Dataset [Dataset]. https://universe.roboflow.com/lam-phams-project-workspace/helmet-detection-2fyas
    Explore at:
    zipAvailable download formats
    Dataset updated
    Dec 18, 2023
    Dataset authored and provided by
    Lam Phams Project Workspace
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Helmets Bounding Boxes
    Description

    This is my dataset for my final project for the Fall 2023 CSC 245 - Deep Learning final project. The goal of this project is to create a real-time motorcyclist helmet detection model using YOLO.

    The dataset contains ~850 images found online, and another ~150 images self-annotated. The online dataset provided a basis for detecting helmets, and the annotated images provided examples for real-life situations.

  5. R

    Helmet Detection Dataset

    • universe.roboflow.com
    zip
    Updated Sep 18, 2024
    + more versions
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    AI 4 (2024). Helmet Detection Dataset [Dataset]. https://universe.roboflow.com/ai-4/helmet-detection-lcyce/model/2
    Explore at:
    zipAvailable download formats
    Dataset updated
    Sep 18, 2024
    Dataset authored and provided by
    AI 4
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Helmet Bounding Boxes
    Description

    Helmet Detection

    ## Overview
    
    Helmet Detection is a dataset for object detection tasks - it contains Helmet annotations for 2,701 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  6. g

    Helmet Detection Using Yolov8

    • gts.ai
    json
    Updated Mar 28, 2025
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    GTS (2025). Helmet Detection Using Yolov8 [Dataset]. https://gts.ai/dataset-download/helmet-detection-using-yolov8/
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Mar 28, 2025
    Dataset provided by
    GLOBOSE TECHNOLOGY SOLUTIONS PRIVATE LIMITED
    Authors
    GTS
    Description

    Enhance road safety with real-time helmet detection powered by YOLOv8.

  7. Helmet Detection YOLOv3

    • kaggle.com
    Updated Apr 2, 2020
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    Savan Agrawal (2020). Helmet Detection YOLOv3 [Dataset]. https://www.kaggle.com/savanagrawal/helmet-detection-yolov3/code
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Apr 2, 2020
    Dataset provided by
    Kaggle
    Authors
    Savan Agrawal
    Description

    Content

    YOLOv3 is a the fastest model to detect an object. This dataset contains weights file trained with YOLOv3 and helmet images. It also contains cfg and names file that can be easily used with OpenCV to detect helmets in images.

  8. R

    Safety Helmet Jacket Detection Dataset

    • universe.roboflow.com
    zip
    Updated Mar 6, 2023
    + more versions
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    Aditya (2023). Safety Helmet Jacket Detection Dataset [Dataset]. https://universe.roboflow.com/aditya-nbyyq/safety-helmet-jacket-detection
    Explore at:
    zipAvailable download formats
    Dataset updated
    Mar 6, 2023
    Dataset authored and provided by
    Aditya
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Helmet Jacket Bounding Boxes
    Description

    Safety Helmet Jacket Detection

    ## Overview
    
    Safety Helmet Jacket Detection is a dataset for object detection tasks - it contains Helmet Jacket annotations for 2,692 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  9. f

    FB-YOLOv7

    • figshare.com
    application/x-rar
    Updated Apr 28, 2024
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    Minjie Fang (2024). FB-YOLOv7 [Dataset]. http://doi.org/10.6084/m9.figshare.25709127.v1
    Explore at:
    application/x-rarAvailable download formats
    Dataset updated
    Apr 28, 2024
    Dataset provided by
    figshare
    Authors
    Minjie Fang
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description
  10. R

    Safety Helmet Dataset Dataset

    • universe.roboflow.com
    zip
    Updated Mar 19, 2023
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    dataperson (2023). Safety Helmet Dataset Dataset [Dataset]. https://universe.roboflow.com/dataperson/safety-helmet-dataset-uvh1t
    Explore at:
    zipAvailable download formats
    Dataset updated
    Mar 19, 2023
    Dataset authored and provided by
    dataperson
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Person Head Helmet Bounding Boxes
    Description

    Safety Helmet Dataset

    ## Overview
    
    Safety Helmet Dataset is a dataset for object detection tasks - it contains Person Head Helmet annotations for 1,088 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  11. R

    4 Class Helmet Detection Dataset

    • universe.roboflow.com
    zip
    Updated Jan 20, 2025
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    Dataset TA (2025). 4 Class Helmet Detection Dataset [Dataset]. https://universe.roboflow.com/dataset-ta-hroly/4-class-helmet-detection-dataset
    Explore at:
    zipAvailable download formats
    Dataset updated
    Jan 20, 2025
    Dataset authored and provided by
    Dataset TA
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Helmet Usage Variants Bounding Boxes
    Description

    4 Class Helmet Detection Dataset

    ## Overview
    
    4 Class Helmet Detection Dataset is a dataset for object detection tasks - it contains Helmet Usage Variants annotations for 1,118 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  12. h

    hard-hat-detection

    • huggingface.co
    Updated Jul 1, 2024
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    Voxel51 (2024). hard-hat-detection [Dataset]. https://huggingface.co/datasets/Voxel51/hard-hat-detection
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jul 1, 2024
    Dataset authored and provided by
    Voxel51
    License

    https://choosealicense.com/licenses/cc0-1.0/https://choosealicense.com/licenses/cc0-1.0/

    Description

    Dataset Card for hard-hat-detection

    This dataset, contains 5000 images with bounding box annotations in the PASCAL VOC format for these 3 classes:

    Helmet Person Head

    This is a FiftyOne dataset with 5000 samples.

      Installation
    

    If you haven't already, install FiftyOne: pip install -U fiftyone

      Usage
    

    import fiftyone as fo import fiftyone.utils.huggingface as fouh

    Load the dataset

    Note: other available arguments include 'split', 'max_samples', etc… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/hard-hat-detection.

  13. f

    Experimental data from the mainstream model on each of the two datasets.

    • plos.figshare.com
    xls
    Updated May 29, 2024
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    Yanguo Huang; Minjie Fang; Jian Peng (2024). Experimental data from the mainstream model on each of the two datasets. [Dataset]. http://doi.org/10.1371/journal.pone.0303866.t004
    Explore at:
    xlsAvailable download formats
    Dataset updated
    May 29, 2024
    Dataset provided by
    PLOS ONE
    Authors
    Yanguo Huang; Minjie Fang; Jian Peng
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Experimental data from the mainstream model on each of the two datasets.

  14. f

    The parameters of the improved model are compared in task performance.

    • plos.figshare.com
    xls
    Updated May 29, 2024
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    Yanguo Huang; Minjie Fang; Jian Peng (2024). The parameters of the improved model are compared in task performance. [Dataset]. http://doi.org/10.1371/journal.pone.0303866.t001
    Explore at:
    xlsAvailable download formats
    Dataset updated
    May 29, 2024
    Dataset provided by
    PLOS ONE
    Authors
    Yanguo Huang; Minjie Fang; Jian Peng
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The parameters of the improved model are compared in task performance.

  15. R

    A Dts Helmet Detection Dataset

    • universe.roboflow.com
    zip
    Updated Jun 20, 2025
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    INTENSEHEXAVERSE1 (2025). A Dts Helmet Detection Dataset [Dataset]. https://universe.roboflow.com/intensehexaverse1/a-dts-helmet-detection
    Explore at:
    zipAvailable download formats
    Dataset updated
    Jun 20, 2025
    Dataset authored and provided by
    INTENSEHEXAVERSE1
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Helmet Bounding Boxes
    Description

    A DTS Helmet Detection

    ## Overview
    
    A DTS Helmet Detection is a dataset for object detection tasks - it contains Helmet annotations for 460 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  16. R

    Helmet Detection Using Yolov8 Dataset

    • universe.roboflow.com
    zip
    Updated May 11, 2025
    + more versions
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    vamshi (2025). Helmet Detection Using Yolov8 Dataset [Dataset]. https://universe.roboflow.com/vamshi-nhelf/helmet-detection-using-yolov8-uvg39
    Explore at:
    zipAvailable download formats
    Dataset updated
    May 11, 2025
    Dataset authored and provided by
    vamshi
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Objects A8VE Bounding Boxes
    Description

    Helmet Detection Using Yolov8

    ## Overview
    
    Helmet Detection Using Yolov8 is a dataset for object detection tasks - it contains Objects A8VE annotations for 611 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  17. f

    Comparison experiments with other safety helmet detection methods was...

    • plos.figshare.com
    xls
    Updated Oct 13, 2023
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    YueJing Qian; Bo Wang (2023). Comparison experiments with other safety helmet detection methods was conducted on a self-made dataset. [Dataset]. http://doi.org/10.1371/journal.pone.0292970.t002
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Oct 13, 2023
    Dataset provided by
    PLOS ONE
    Authors
    YueJing Qian; Bo Wang
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Comparison experiments with other safety helmet detection methods was conducted on a self-made dataset.

  18. S

    Smart Cycle Helmets Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Jun 8, 2025
    + more versions
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    Archive Market Research (2025). Smart Cycle Helmets Report [Dataset]. https://www.archivemarketresearch.com/reports/smart-cycle-helmets-246189
    Explore at:
    ppt, pdf, docAvailable download formats
    Dataset updated
    Jun 8, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global smart cycle helmet market is experiencing robust growth, driven by increasing consumer demand for enhanced safety and connectivity features while cycling. The market, estimated at $500 million in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This growth is fueled by several key factors, including rising awareness of road safety, particularly among cyclists, the integration of advanced technologies such as Bluetooth connectivity, GPS tracking, and fall detection, and the increasing popularity of cycling as a recreational activity and mode of transportation. The expanding adoption of smart helmets across various demographics, including commuters, athletes, and recreational cyclists, contributes significantly to market expansion. Furthermore, ongoing technological advancements, such as improved battery life, enhanced design aesthetics, and the integration of augmented reality features, are shaping the future of the smart cycle helmet market. Several key players, including Livall, POSCO, and Sena Technologies, are driving innovation within the market. Their focus on product diversification, strategic partnerships, and expansion into new geographical regions contributes to the overall market growth. However, challenges remain, including high initial costs associated with smart helmets, potential concerns about battery life and durability, and the need for standardized safety regulations across different markets. Despite these challenges, the long-term outlook for the smart cycle helmet market remains highly positive, driven by continuous technological innovation and the growing preference for safer and more connected cycling experiences. The market segmentation (data not provided) likely includes various helmet types (e.g., road cycling, mountain biking, commuter), price points, and feature sets, each contributing to the overall market dynamics.

  19. Helmet Impact Sensor Analytics Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jul 5, 2025
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    Growth Market Reports (2025). Helmet Impact Sensor Analytics Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/helmet-impact-sensor-analytics-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Jul 5, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Helmet Impact Sensor Analytics Market Outlook



    According to our latest research, the global helmet impact sensor analytics market size reached USD 1.34 billion in 2024, demonstrating robust momentum across various applications. The market is projected to expand at a CAGR of 13.8% from 2025 to 2033, culminating in a forecasted value of USD 4.09 billion by 2033. This notable growth is primarily attributed to rising awareness regarding head injury prevention, rapid advancements in sensor technologies, and increasing regulatory emphasis on occupational and sports safety standards.




    One of the primary growth drivers for the helmet impact sensor analytics market is the escalating demand for real-time head impact monitoring in sports and industrial environments. With heightened global awareness around traumatic brain injuries (TBI) and concussion risks, especially in contact sports such as football, hockey, and rugby, organizations and regulatory bodies are mandating the integration of advanced sensor analytics into protective headgear. The proliferation of wearable technology and the Internet of Things (IoT) has further enabled continuous data capture, facilitating proactive injury prevention and immediate response protocols. As a result, helmet manufacturers are increasingly collaborating with tech companies to embed sophisticated impact sensors and analytics platforms, thereby enhancing user safety and enabling data-driven decision-making for coaches, safety officers, and medical professionals.




    Another significant factor fueling market expansion is the adoption of helmet impact sensor analytics in industrial safety and military applications. In hazardous work environments such as construction, mining, and manufacturing, head injuries remain a leading cause of workplace fatalities and disabilities. Regulatory agencies across North America, Europe, and Asia Pacific are enforcing stricter safety standards, prompting employers to deploy smart helmets equipped with real-time impact detection and analytics. These systems not only alert workers and supervisors to potential dangers but also generate valuable data for improving safety protocols and compliance reporting. Similarly, military organizations are leveraging helmet sensor analytics to monitor soldiers’ exposure to blast waves and impacts, aiding in the prompt diagnosis of concussions and optimizing training regimens to mitigate long-term health risks.




    Technological advancements in sensor miniaturization, wireless connectivity, and data analytics are also pivotal in shaping the helmet impact sensor analytics market landscape. The integration of accelerometers, gyroscopes, and pressure sensors with cloud-based platforms and artificial intelligence (AI) algorithms has enabled high-precision impact detection, real-time alerts, and predictive injury analytics. This convergence of technologies is lowering barriers to adoption, reducing device costs, and expanding the suitability of helmet impact sensors across a broader spectrum of end-users, including amateur athletes, recreational users, and public safety personnel. Furthermore, the growing trend toward smart cities and connected infrastructure is expected to create new opportunities for helmet impact sensor analytics in urban mobility, micromobility, and autonomous vehicle ecosystems.




    From a regional perspective, North America currently dominates the helmet impact sensor analytics market, accounting for the largest revenue share in 2024, followed closely by Europe and Asia Pacific. The United States, in particular, is at the forefront due to its strong sports culture, advanced healthcare infrastructure, and stringent occupational safety regulations. Meanwhile, Asia Pacific is witnessing the fastest growth, driven by rapid industrialization, rising disposable incomes, and increasing government investments in workplace safety and sports development. Latin America and the Middle East & Africa are also emerging as promising markets, albeit at a slower pace, as awareness and regulatory adoption continue to grow.





    Product Type An

  20. R

    Helmet Detection Data Science 4 Dataset

    • universe.roboflow.com
    zip
    Updated Apr 29, 2023
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    DATA SCIENCE (2023). Helmet Detection Data Science 4 Dataset [Dataset]. https://universe.roboflow.com/data-science-61hvy/helmet-detection-data-science-4
    Explore at:
    zipAvailable download formats
    Dataset updated
    Apr 29, 2023
    Dataset authored and provided by
    DATA SCIENCE
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Helmet Bounding Boxes
    Description

    Helmet Detection DATA SCIENCE 4

    ## Overview
    
    Helmet Detection DATA SCIENCE 4 is a dataset for object detection tasks - it contains Helmet annotations for 2,607 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
Share
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Email
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Close
Cite
helmetdetection (2025). Helmet & License Plate Detection Dataset [Dataset]. https://universe.roboflow.com/helmetdetection-fkogt/helmet-license-plate-detection-ujzvt/model/1

Helmet & License Plate Detection Dataset

helmet-license-plate-detection-ujzvt

helmet-and-license-plate-detection-dataset

Explore at:
zipAvailable download formats
Dataset updated
May 21, 2025
Dataset authored and provided by
helmetdetection
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Variables measured
Helmet Nohelmet Licenseplate Bounding Boxes
Description

Helmet & License Plate Detection

## Overview

Helmet & License Plate Detection is a dataset for object detection tasks - it contains Helmet Nohelmet Licenseplate annotations for 953 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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