Roboflow Universe Projects

Construction Site Safety

Object Detection

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Construction Site Safety Computer Vision Project

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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.

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.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

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 = { 2023 },
                            month = { aug },
                            note = { visited on 2024-02-20 },
                            }
                        

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Last Updated

7 months ago

Project Type

Object Detection

Subject

construction

Classes

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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Views in previous 30 days: 4716

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Downloads in previous 30 days: 289

License

CC BY 4.0