Safety Protocol Computer Vision Project

Saurabh

Updated 2 years ago

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Classes (2)
'Safety-helmet'
'reflective-jacket'
Description

Here are a few use cases for this project:

  1. Construction Site Monitoring: The "Safety Protocol" model can be used to ensure safety regulations are being followed on construction sites. The model can be programmed to identify whether every person on the site is wearing necessary safety gear like safety helmets and reflective jackets in real-time.

  2. Industrial Safety Compliance: Large manufacturing plants can utilize this model to ensure all employees are wearing proper personal protective gear. It can help prevent workplace accidents by spotting non-compliant individuals and sending alerts for immediate rectification.

  3. Traffic Control and Highway Maintenance: The model can be used to identify whether roadside construction or highway workers are adhering to safety protocols, thus, ensuring their protection in high-speed traffic zones.

  4. Safety Training Certification: The model can be integrated into a video-based training system to validate safety equipment use during testing. Trainees would be required to don their safety helmet and reflective jacket correctly, with the model confirming the proper usage.

  5. Insurance Liability Assessment: Insurance companies can utilize this model to cross-verify the claims related to workplace accidents in sectors like construction or large-scale manufacturing. By analyzing the captured footage/images before an incident, the company can accurately estimate the level of safety protocol adherence by the involved parties.

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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-protocol_dataset,
                            title = { Safety Protocol Dataset },
                            type = { Open Source Dataset },
                            author = { Saurabh },
                            howpublished = { \url{ https://universe.roboflow.com/saurabh-vowh4/safety-protocol } },
                            url = { https://universe.roboflow.com/saurabh-vowh4/safety-protocol },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-11-05 },
                            }
                        
                    

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