PPE 1 Computer Vision Project

PPE in construction

Updated 2 years ago

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Classes (5)
face helmet person
personNotStanding
reflectiveVest
Description

Here are a few use cases for this project:

  1. Construction Site Safety: Implement "PPE 1" to monitor construction sites ensuring workers are wearing appropriate safety gear such as helmets and reflective vests. The detection of a "personNotStanding" could indicate a fall or injury.

  2. Industrial Inspection: Use this model in factories or heavy machinery industries to ensure all employees are in compliance with safety standards, and to quickly identify any safety violations.

  3. Worker Training Applications: Utilize "PPE 1" in the training of new employees about the importance of PPE, including how and when to wear it correctly, by pointing out non-compliance within the training images.

  4. Insurance Liability Investigations: Feed surveillance footage into this model to check if workers involved in accidents were wearing the necessary PPE. This could be key information in settling disputes or claims.

  5. Safety Audits: Incorporate this model into auditing processes in environments such as mines, manufacturing plants, and construction sites to help quantify adherence to safety procedures, particularly PPE usage.

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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-1-4cghq_dataset,
                            title = { PPE 1 Dataset },
                            type = { Open Source Dataset },
                            author = { PPE in construction },
                            howpublished = { \url{ https://universe.roboflow.com/ppe-in-construction/ppe-1-4cghq } },
                            url = { https://universe.roboflow.com/ppe-in-construction/ppe-1-4cghq },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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