helmet_detection Computer Vision Project
Here are a few use cases for this project:
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Construction Site Safety Monitoring: The "helmet_detection" model can be integrated with a CCTV system to monitor construction site workers for compliance with safety regulations. The model will continuously analyze the video feed and detect workers who are not wearing the required safety gear (helmets and vests), allowing supervisors to take immediate actions to maintain a safe working environment.
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Industrial Safety Inspection: The model can be used to audit and assess workplace safety procedures in factories, warehouses, and other industrial environments. By analyzing images captured during inspections, management can identify instances of non-compliance with safety requirements and implement necessary training or reinforcement measures.
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Accident Investigation & Analysis: In the event of a workplace accident involving workers and heavy machinery, the "helmet_detection" model can analyze photographic and video evidence to determine whether the involved workers were wearing the appropriate safety gear. This information can contribute to the investigation process and help identify contributing factors to the accident.
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Personal Protective Equipment (PPE) Training: The model can be used as an educational tool for PPE training courses. Trainees can submit images or videos of themselves wearing safety helmets and vests, and the model will provide instant feedback on whether they are wearing the equipment correctly. This allows trainees to make adjustments to their practices and learn to use PPE correctly.
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Automated Retail Solutions - PPE Vending: The "helmet_detection" model can be integrated with vending machines or rental systems that provide safety helmets and vests at construction sites or industrial facilities. The model can verify if a user is already wearing the proper safety gear before allowing them to rent or purchase additional equipment, preventing unnecessary expenditures and streamlining the distribution process of PPE.
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{
helmet_detection-kdhes_dataset,
title = { helmet_detection Dataset },
type = { Open Source Dataset },
author = { Leo2407 },
howpublished = { \url{ https://universe.roboflow.com/leo2407/helmet_detection-kdhes } },
url = { https://universe.roboflow.com/leo2407/helmet_detection-kdhes },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { may },
note = { visited on 2024-04-28 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the helmet_detection project in your project.
