PPE-2 Object Detection Dataset and Pre-Trained Model by BrandonChen

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Explore Dataset

Here are a few use cases for this project:

Construction Safety Monitoring: The PPE-2 model can be used in the construction industry to monitor and ensure that all workers on site are wearing appropriate safety gear. It can alert supervisors if any worker is not wearing the correct WHV, WH, W, or WV gear, promoting workplace safety.
Manufacturing/ Industrial Inspection: The model can be used in industrial settings such as factories to automate the process of checking whether employees are wearing necessary personal protective equipment. In case of non-compliance, immediate actions can be taken.
Training and Education: Educators and trainers can use this model to demonstrate the correct types of PPE within virtual or augmented reality environments. This can help learners visually recognize and understand the importance of each class of PPE.
Health and Safety Compliance: Use this model in various industries to continuously monitor and ensure that all safety regulations and protocols concerning PPE use are complied with, thereby reducing the chances of occupational hazards.
Real-Time Monitoring in Hazardous Jobs: The model can be integrated into video surveillance systems in mining, chemical, and other hazardous industries to ensure workers are always in the right PPE, proactively reducing risk before potential accidents happen.

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{
                            ppe-2-l3vgh_dataset,
                            title = { PPE-2 Dataset },
                            type = { Open Source Dataset },
                            author = { BrandonChen },
                            howpublished = { \url{ https://universe.roboflow.com/brandonchen/ppe-2-l3vgh } },
                            url = { https://universe.roboflow.com/brandonchen/ppe-2-l3vgh },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-04-24 },
                            }