Safety-Jacket-Detection Computer Vision Project

Sreyoshi Mitra

Updated 2 years ago

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Classes (6)
No-Safety-Jacket
No_Jacket
Safety-Jacket-On
Safety_Jacket
helmet vest
Description

Here are a few use cases for this project:

  1. Construction Site Monitoring: This model can be used to ensure safety compliance in construction sites. It can monitor if workers are wearing the proper safety jackets at all times. Alerts can be sent in real time to supervisors when someone is detected without one.

  2. Road Works Management: The model can be helpful in road construction or maintenance projects where it is paramount for workers to wear safety jackets. The model can detect workers not abiding by safety standards and immediately notify the project manager.

  3. Industrial Safety Compliance: In factories, manufacturing units, and warehouses, this model can be used to ensure worker safety by identifying if they wear correct protective gear, send alarms to safety officers if there is a non-compliance.

  4. Emergency Response Evaluation: During disaster recovery or emergency response drills, the system could be used to evaluate the response team's adherence to safety protocols. It can also be used for training purposes to provide feedback on safety equipment usage.

  5. Offshore and Mining Installations: The model can be a part of the surveillance system in hazardous environments like offshore oil drilling stations or mining sites. It can check that the workers are adequately protected, and issue immediate alerts in case of non-compliance.

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            safety-jacket-detection-whrvc_dataset,
                            title = { Safety-Jacket-Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Sreyoshi Mitra },
                            howpublished = { \url{ https://universe.roboflow.com/sreyoshi-mitra/safety-jacket-detection-whrvc } },
                            url = { https://universe.roboflow.com/sreyoshi-mitra/safety-jacket-detection-whrvc },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { nov },
                            note = { visited on 2024-12-18 },
                            }
                        
                    

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