test Computer Vision Project

Construction Resources

Updated 2 years ago

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Classes (32)
benching excavation
capped rebar
casting ring
dump truck
electrical hazard signage
entry signage
exclusion zone
exit signage
face shield forklift
front-end loader
glove
guardrail
hardhat
hardhats signage
ladder
life jacket
material
mobile phone
ppe signage
safety boot
safety glasses signage
safety kit
safety vest
signage
sloping excavation
toeboard
trench box
worker worker1 worker2 worker3
Description

Here are a few use cases for this project:

  1. Construction Site Safety Compliance: Use the "test" model to monitor construction sites in real-time or analyze recorded footage to ensure compliance with safety regulations, identify workers not wearing proper PPE, and detect potential hazards such as unguarded trenches, improper signage, and unsafe practices.

  2. Incident Analysis: In the event of accidents or near misses on construction sites, utilize the "test" model to analyze images or video footage to determine contributing factors, identify causes, and improve safety training and procedures for better prevention of future incidents.

  3. Supply and Resource Management: Apply the "test" computer vision model to track and manage construction materials and resources present on a job site. Ensure that the correct quantities of materials are delivered and utilized efficiently, helping with the reduction of waste and project costs.

  4. Progress Monitoring and Site Audits: Use the "test" model to compare images and videos from different stages of construction progress to verify that the project is adhering to the proper schedule and quality standards. Additionally, the model can assist site inspectors by identifying potential problem areas or discrepancies in site status quickly and accurately.

  5. Training and Education: Integrate the "test" model into training programs and materials for construction workers, focusing on safety and proper PPE usage. Use real-life examples of good and bad practices in the material to help employees recognize and understand the importance of following safety guidelines and wearing appropriate protective gear.

Supervision

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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{
                            test-xp33k_dataset,
                            title = { test Dataset },
                            type = { Open Source Dataset },
                            author = { Construction Resources },
                            howpublished = { \url{ https://universe.roboflow.com/construction-resources/test-xp33k } },
                            url = { https://universe.roboflow.com/construction-resources/test-xp33k },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jun },
                            note = { visited on 2024-10-04 },
                            }
                        
                    

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