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yolov7!!! Computer Vision Project

Junsung

Updated 2 years ago

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Classes (5)
mobile scaffolding
scaffolding
worker_with_helmet_climbing
worker_without_helmet
worker_without_helmet_climbing
Description

Here are a few use cases for this project:

  1. Construction Site Safety Monitoring: The "yolov7!!!" model can be used to automatically monitor construction sites for safety compliance, ensuring that workers are wearing helmets and using proper equipment such as mobile scaffolding. Real-time alerts can be sent to site supervisors when a worker is detected without a helmet, allowing them to take immediate action to minimize risk.

  2. Accident Investigation and Prevention: The model can analyze video footage from construction site cameras to identify patterns and potential causes of accidents related to workers without helmets or improper equipment usage. This data can be used by companies and regulatory agencies to improve safety training programs and implement measures to prevent accidents in the future.

  3. Insurance Claim Verification: Insurers can use the "yolov7!!!" model to verify construction site accident claims by analyzing photos and videos of the incident. By detecting the presence or absence of necessary safety gear and equipment, insurers can determine if the claim is legitimate or if it resulted from a lack of safety measures.

  4. Augmented Reality (AR) Training: "yolov7!!!" can be integrated into AR applications to provide immersive, real-time training for construction workers. The model can overlay information onto a worker's field of view, pointing out proper use of equipment, highlighting areas where helmets are required, and identifying potential hazards.

  5. Regulatory Compliance Auditing: Government agencies can use the "yolov7!!!" model to assess construction sites for compliance with safety regulations. Automated detection of safety concerns such as workers without helmets or improperly used equipment could streamline the auditing process and help identify areas where additional oversight or enforcement is needed.

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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{
                            yolov7-frqej_dataset,
                            title = { yolov7!!! Dataset },
                            type = { Open Source Dataset },
                            author = { Junsung },
                            howpublished = { \url{ https://universe.roboflow.com/junsung-lxlim/yolov7-frqej } },
                            url = { https://universe.roboflow.com/junsung-lxlim/yolov7-frqej },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { sep },
                            note = { visited on 2024-11-14 },
                            }
                        
                    

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