Protective Equipment Detector Object Detection Dataset and Pre-Trained Model by Protective Equipment Detector

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Explore Dataset

Here are a few use cases for this project:

Construction Site Safety Monitoring: The "Protective Equipment Detector" model can be used to automatically monitor construction sites to ensure that workers on site are wearing the required safety gear, such as helmets and safety vests. Real-time alerts can be sent to site supervisors if any worker is detected without proper protective equipment.
Manufacturing Plant Compliance: Factories and manufacturing plants can use the model to monitor workers' compliance with safety regulations, identifying workers wearing or not wearing appropriate safety gear. This can help prevent accidents and maintain a safer work environment.
Training and Safety Education: The model can be used as a tool for safety training and education programs. Trainees can learn to recognize the different classes of safety gear and understand their importance in various industries.
Smart Surveillance Solutions: The "Protective Equipment Detector" can be integrated into existing security camera systems at industrial facilities, warehouses, and transportation hubs to passively monitor worker compliance with safety regulations. Any instances of non-compliance can prompt a warning or automated report to management.
Insurance Risk Assessment: Insurance companies can use the model to assess the risk levels of different workplaces by analyzing the extent to which employees adhere to safety protocols. This can help in determining appropriate insurance premiums and coverage for businesses based on their observed safety practices.

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.

YOLOv5

This project has a YOLOv5 model checkpoint available for inference with Roboflow Deploy. YOLOv5 is a proven and tested, production ready, state-of-the-art real-time object detection model.

Cite This Project

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

@misc{
                            protective-equipment-detector_dataset,
                            title = { Protective Equipment Detector  Dataset },
                            type = { Open Source Dataset },
                            author = { Protective Equipment Detector },
                            howpublished = { \url{ https://universe.roboflow.com/protective-equipment-detector/protective-equipment-detector } },
                            url = { https://universe.roboflow.com/protective-equipment-detector/protective-equipment-detector },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-06-25 },
                            }