Construction Site Safety Computer Vision Project

Roboflow Universe Projects

Updated 2 months ago

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Classes (25)
Excavator Gloves Hardhat Ladder Mask
NO-Hardhat
NO-Mask
NO-Safety Vest
Person SUV
Safety Cone
Safety Vest bus
dump truck
fire hydrant
machinery
mini-van
sedan
semi
trailer truck
truck and trailer
van vehicle
wheel loader

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Description

Here are a few use cases for this project:

  1. Compliance Monitoring: The Construction Site Safety model can be used by construction site managers, safety officers, or regulatory agencies to monitor and ensure that workers are adhering to safety protocols, such as wearing appropriate personal protective equipment (PPE).

  2. Accident Detection and Prevention: The model can be integrated with surveillance or monitoring systems on construction sites to detect potentially hazardous situations, such as a person not wearing a hardhat or safety vest near heavy machinery, allowing for real-time intervention and accident prevention.

  3. Construction Site Access Control: The model can be employed at entry and exit points of construction sites to identify and grant access only to authorized personnel wearing the proper safety gear, helping to maintain a safe working environment and prevent unauthorized access.

  4. Equipment and Vehicle Tracking: The Construction Site Safety model can be used to automatically track the movement and usage of construction vehicles and machinery within the construction site, enabling better project management, fleet optimization, and maintenance scheduling.

  5. Job Site Documentation and Reporting: The model can be employed in generating documentation and reports on the compliance, safety measures, and progress of construction projects. It can automatically label photos taken of the construction site, providing valuable metadata for site inspections, progress tracking, and safety audits.

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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{
                            construction-site-safety_dataset,
                            title = { Construction Site Safety Dataset },
                            type = { Open Source Dataset },
                            author = { Roboflow Universe Projects },
                            howpublished = { \url{ https://universe.roboflow.com/roboflow-universe-projects/construction-site-safety } },
                            url = { https://universe.roboflow.com/roboflow-universe-projects/construction-site-safety },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { aug },
                            note = { visited on 2024-10-10 },
                            }
                        
                    

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