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PPEs Computer Vision Project

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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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

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 2023-01-31 },
}

Last Updated

7 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