Michael Batavia

Construction Site Annotations V2

Object Detection

Roboflow Universe Michael Batavia Construction Site Annotations V2
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Construction Site Annotations V2 Computer Vision Project

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4645 images
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Here are a few use cases for this project:

  1. Safety Compliance Monitoring: Companies can use the model to monitor safety compliance at construction sites in real time. This includes identifying workers without safety helmets or when they're performing risky activities such as leaning out of scaffolding or climbing without proper safety equipment.

  2. Risk Assessment and Mitigation: The model can be used to scan construction sites for potential hazards such as open-holes, organic peroxide, flammable substances, and more. This can help in risk assessment, mitigation planning, and ensuring that necessary precautions are taken to minimize accidents.

  3. Site Inspection and Progress Monitoring: By identifying specific items like construction equipment, scaffolding, and materials, the model can be used to remotely monitor a site's progress, reducing the need for frequent on-site inspections and increasing operational efficiency.

  4. Efficient Resource Allocation: This model can be useful for construction site managers to identify on-ground resources such as machinery, vehicles, and manpower. So that they can allocate resources more efficiently and avoid operational bottlenecks.

  5. Traffic Management: Given the model's ability to identify various roadside signs, it can aid in creating smarter traffic management strategies around construction sites. Ensuring smooth flow of traffic while maximizing safety for both construction workers and the public.

Cite This Project

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

@misc{
                            construction-site-annotations-v2_dataset,
                            title = { Construction Site Annotations V2 Dataset },
                            type = { Open Source Dataset },
                            author = { Michael Batavia },
                            howpublished = { \url{ https://universe.roboflow.com/michael-batavia/construction-site-annotations-v2 } },
                            url = { https://universe.roboflow.com/michael-batavia/construction-site-annotations-v2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { feb },
                            note = { visited on 2024-03-03 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Construction Site Annotations V2 project in your project.

Last Updated

12 days ago

Project Type

Object Detection

Subject

construction-sites-and-materials

Classes

Barricades Camion Cone Drum Foot Ladder Machine Safety-barrier Safety-bollard Safety-cone Scaffolding TCP Tube Type3Barricade \ barrier boots car cone construction construction_cones construction_equipment construction_signs hardhat heavy horizonr horizontal scaffolding ladder light-off light-on person pole safety scaffolding pole scaffolding pole\ traffic cone trash_bin truck vertical scaffolding vest worker worker with helmet_step on railing worker_with_helmet worker_without_helmet

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License

CC BY 4.0