Ladder_2023 Computer Vision Project

Ladder

Updated 7 months ago

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Classes (4)
ladder_with_outriggers
ladder_without_outriggers
worker_with_helmet
worker_without_helmet

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Description

Here are a few use cases for this project:

  1. Workplace Safety Enforcement: "Ladder_2023" can be used by construction companies, factories, or other worksites to ensure workers' compliance with safety regulations, such as wearing helmets and using ladders with outriggers. This can help prevent accidents, reduce workplace hazards, and maintain overall safety at the worksite.

  2. Insurance Claim Validation: Insurance companies can leverage "Ladder_2023" to validate claims related to ladder accidents or workplace injuries by analyzing images or videos taken at the scene of the incident. The model can help identify whether the workers involved were wearing helmets and if ladder outriggers were in use, which may be crucial factors in settling claims.

  3. Augmented Training Systems: The model can be employed in virtual reality (VR) or augmented reality (AR) based training programs for workers, providing real-time feedback on proper ladder use and helmet compliance. This can help improve training effectiveness, reduce learning curves, and ultimately contribute to safer work environments.

  4. Retail Monitoring: Stores selling ladders and safety equipment can use "Ladder_2023" to track inventory levels based on images captured by surveillance cameras. The model can identify the different ladder classes and determine whether warehouse staff and customers are following safety guidelines when handling ladders, alerting the store management to any potential safety risks or operational issues.

  5. Smart Surveillance Systems: "Ladder_2023" can be incorporated into smart security systems at commercial or residential construction sites, alerting authorized personnel if workers are not utilizing ladders safely or not wearing helmets. This can enable real-time monitoring of safety measures and help minimize accidents on-site.

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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{
                            ladder_2023_dataset,
                            title = { Ladder_2023 Dataset },
                            type = { Open Source Dataset },
                            author = { Ladder },
                            howpublished = { \url{ https://universe.roboflow.com/ladder/ladder_2023 } },
                            url = { https://universe.roboflow.com/ladder/ladder_2023 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { may },
                            note = { visited on 2024-12-22 },
                            }
                        
                    

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