Scaffolding Computer Vision Project

Md Rakibul Islam

Updated a year ago

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Classes (12)
Bearer
Caster
Cross Bracing
Longitudinal Diagonal Bracing
MidRail
No Sole Board/Roller Support
OutTrigger
Platform
Runner
SOLE BOARD/ Stable Support
Sole Plate with Screw
TopRail

Metrics

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Description

Here are a few use cases for this project:

  1. Construction Site Safety Inspection: The "Scaffolding" computer vision model can be used by construction companies and safety inspectors to ensure that proper scaffolding structures are being utilized at construction sites. By detecting inadequate or missing components, the model can automatically flag potential safety hazards and help prevent accidents.

  2. Scaffolding Assembly Assistance: The model can be used to assist construction workers and engineers in assembling scaffolding, by recognizing missing or incorrect components in real-time. This can help workers efficiently build safe and secure structures, reducing the likelihood of errors and accidents.

  3. Scaffolding Maintenance and Inspection: Companies providing scaffolding for rent or sale can use the "Scaffolding" model to inspect the integrity and completeness of their equipment. The detection of damaged or missing components allows for quick replacement or repair, ensuring that the scaffolding remains safe to use.

  4. Training and Education: The "Scaffolding" model can be utilized in construction industry training programs to help students learn how to properly assemble and inspect scaffolding structures. By identifying specific components in images or videos, the model can help students better understand the differences between different types of scaffolding and their proper use.

  5. Quality Control in Scaffolding Manufacturing: Scaffolding manufacturers can utilize the "Scaffolding" computer vision model to verify that their products meet required industry standards and specifications. By analyzing images from the production process, the model can identify any deviations in the structure or assembly, allowing manufacturers to make corrections and maintain a high level of quality.

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Cite This Project

LICENSE
Public Domain

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

                        @misc{
                            scaffolding-xxcds_dataset,
                            title = { Scaffolding Dataset },
                            type = { Open Source Dataset },
                            author = { Md Rakibul Islam },
                            howpublished = { \url{ https://universe.roboflow.com/md-rakibul-islam/scaffolding-xxcds } },
                            url = { https://universe.roboflow.com/md-rakibul-islam/scaffolding-xxcds },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-11-08 },
                            }