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Personal Protective Equipment Dataset and Model

This dataset is a collection of images that contains annotations for the classes below:

  • goggles
  • helmet
  • mask
  • no-suit
  • no_goggles
  • no_helmet
  • no_mask
  • no_shoes
  • shoes
  • suit
  • no_glove
  • glove

Usage

Most of these classes are underrepresented and would need to be balanced for better detection. An improved model can be utilized for use cases that'll detect the classes above in order to minimize exposure to hazards that cause serious workplace injuries.

Cite this Project

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

@misc{ ppes-kaxsi_dataset,
    title = { PPEs Dataset },
    type = { Open Source Dataset },
    author = { Personal Protective Equipment },
    howpublished = { \url{ https://universe.roboflow.com/personal-protective-equipment/ppes-kaxsi } },
    url = { https://universe.roboflow.com/personal-protective-equipment/ppes-kaxsi },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { jul },
    note = { visited on 2022-10-02 },
}

Last Updated

3 months ago

Project Type

Object Detection

Subject

ppe-equipements

Classes

glove, goggles, helmet, mask, no-suit, no_glove, no_goggles, no_helmet, no_mask, no_shoes, shoes, suit

License

CC BY 4.0

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