PPE detection f Computer Vision Project

ENSAM Meknes

Updated 2 years ago

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Classes (13)
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Safe Worker
Unsafe Worker
Worker (only hat)
Worker (only vest)
hardhat vest worker

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Description

Here are a few use cases for this project:

  1. Construction Site Safety: The model can be used at construction sites to monitor if all workers are wearing the necessary PPE, like hardhats and vests. It can identify safe workers (those fully equipped with PPE) and unsafe workers (those lacking some or all PPE).

  2. Manufacturing Plant Compliance: The model can be employed in manufacturing plants for regular safety audits. It can provide real-time insights on workers' compliance with safety protocols.

  3. Training and Education: This model can be integrated into educational and training programs to improve understanding of appropriate PPE usage. It can demonstrate examples of correct and incorrect PPE use.

  4. Insurance Investigations: Insurance companies can use the model as part of an investigation into workplace incidents to verify if workers were adhering to safety protocols at the time of an accident.

  5. Public Health Compliance: During a health crisis such as a pandemic, the model can monitor adherence to guidelines regarding PPE usage in public areas or healthcare facilities.

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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{
                            ppe-detection-f_dataset,
                            title = { PPE detection f Dataset },
                            type = { Open Source Dataset },
                            author = { ENSAM Meknes },
                            howpublished = { \url{ https://universe.roboflow.com/ensam-meknes/ppe-detection-f } },
                            url = { https://universe.roboflow.com/ensam-meknes/ppe-detection-f },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jan },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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