Full-PPE for construction Object Detection Dataset and Pre-Trained Model by ppe project

Images

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Explore Dataset

Here are a few use cases for this project:

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.
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.
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.
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.
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.

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{
                            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 2024-05-08 },
                            }