Full-PPE for construction Computer Vision Project

ppe project

Updated 2 years ago

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Classes (14)
-no-Halmet
Halmet Helmet
front-seftybelt
jacket mask
no shoes
no-front-seftybelt
no-jacket
no-mask
no-safety-belt
person
safety belt
shoes

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Description

Here are a few use cases for this project:

  1. Construction Site Compliance: This model can be used to ensure that all workers on construction sites are appropriately dressed with necessary PPE for their safety. It can monitor in real-time whether each individual is wearing helmets, safety belts, jackets etc, and flag any non-compliant workers.

  2. Training and Instruction: The model can be integrated into a training program for newly hired construction workers. It can highlight and annotate proper PPE usage in video or image form, helping new employees understand what equipment they should be wearing in different situations.

  3. Safety Audit Automation: Auditing teams can use this model to automatically scan through footage (like CCTV) of construction sites and tally up any safety violations. This could greatly reduce the manual work previously needed with such audits.

  4. Insurance Claim Validation: Insurance companies can utilize this model when processing claims related to workplace accidents. It can identify whether the worker was wearing appropriate PPE at the time of the accident, which can play a key role in assessing liability.

  5. Construction Equipment Retail: Retailers selling PPE equipment can use this model within a product recommendation system. By analyzing images of their customers' workplaces, the algorithm could suggest necessary PPE that may not be currently in use.

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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{
                            full-ppe-for-construction_dataset,
                            title = { Full-PPE for construction Dataset },
                            type = { Open Source Dataset },
                            author = { ppe project },
                            howpublished = { \url{ https://universe.roboflow.com/ppe-project/full-ppe-for-construction } },
                            url = { https://universe.roboflow.com/ppe-project/full-ppe-for-construction },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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