computer vision

Worker-Safety

Object Detection

3

Worker-Safety Computer Vision Project

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1206 images
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Here are a few use cases for this project:

  1. Construction Site Safety Monitoring: The Worker-Safety computer vision model can be employed to monitor construction sites for compliance with safety regulations. By identifying the presence or absence of helmets, vests, and other personal protective equipment, the model can provide real-time alerts to supervisors, who can then address any safety concerns promptly.

  2. Industrial Workplace Safety Inspections: The model can be used to automate safety inspections in industrial environments, such as factories and manufacturing plants. By detecting workers without helmets, vests, or appropriate safety gear, the model can help reduce the potential for accidents and ensure worker safety.

  3. Insurance Risk Assessment: The Worker-Safety computer vision model can be beneficial for insurance companies when assessing the risk associated with insuring a particular workspace or construction project. By analyzing images, the model can provide a safety score or compliance percentage, which can inform the insurer's decision-making process.

  4. Augmented Reality Training: The model can be integrated into augmented reality (AR) applications to provide real-time feedback and training for workers in potentially hazardous environments. By identifying non-compliant situations, the AR application can offer immediate guidance to the worker on the proper use of safety equipment and proper procedures.

  5. Occupational Health and Safety Compliance Auditing: Governmental and regulatory agencies can utilize the Worker-Safety computer vision model to audit organizations for compliance with occupational health and safety regulations. By analyzing video footage of workplaces or construction sites, the model can identify potential safety violations, which can then be investigated by the relevant authorities.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            worker-safety_dataset,
                            title = { Worker-Safety Dataset },
                            type = { Open Source Dataset },
                            author = { computer vision },
                            howpublished = { \url{ https://universe.roboflow.com/computer-vision/worker-safety } },
                            url = { https://universe.roboflow.com/computer-vision/worker-safety },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-02-21 },
                            }
                        

Connect Your Model With Program Logic

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Last Updated

2 years ago

Project Type

Object Detection

Subject

helmet

Classes

helmet no-helmet no-vest person psnumber@2517 vest

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Views in previous 30 days: 636

Downloads: 339

Downloads in previous 30 days: 40

License

CC BY 4.0