Elevator Computer Vision Project

Xin

Updated 3 years ago

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bxg-pillar
door
pillar
transom1
transom2
Description

Here are a few use cases for this project:

  1. Structural Integrity Assessment: This computer vision model can be used by engineers and architects to analyze images of elevator shaft components to assess structural integrity, identify areas that need maintenance or repair, and minimize failure risks.

  2. Elevator Design Improvement: The model's ability to identify key elements in elevator systems helps designers and manufacturers refine their designs and ensure more efficient assembly and installation of components, as well as adherence to safety standards.

  3. Asset Management and Maintenance: Facility management companies can leverage this model to perform inventory checks, identify components that need replacement, and develop a more effective maintenance schedule for elevators, increasing their lifespan and reliability.

  4. Smart Security Monitoring: By integrating this computer vision model into elevator security camera systems, it is possible to detect any unauthorized tampering, dismantling, or theft of essential elevator components, providing real-time alerts to building management and security personnel.

  5. Elevator Safety Education and Training: The model can be an invaluable tool for training elevator technicians and inspectors, helping them learn to quickly and accurately identify components and understand their proper placement and function, ultimately promoting safer elevator operation and installation.

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{
                            elevator-khgyw_dataset,
                            title = { Elevator Dataset },
                            type = { Open Source Dataset },
                            author = { Xin },
                            howpublished = { \url{ https://universe.roboflow.com/xin-wmeju/elevator-khgyw } },
                            url = { https://universe.roboflow.com/xin-wmeju/elevator-khgyw },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { nov },
                            note = { visited on 2024-12-09 },
                            }
                        
                    

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