pj_source1 Computer Vision Project

thanhcongngx

Updated 4 months ago

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Classes (13)
a-ladder
a-ladder-with-outriggers
co-worker-attention
co-worker-no-attention
lose-balance
moving-on-a-ladder
safety-belt-w
safety-hat-cw
safety-hat-w
step-on-top-first
step-on-top-second
worker
working-on-a-ladder

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Description

Here are a few use cases for this project:

  1. Construction Site Safety Monitoring: This computer vision model could be used to enhance safety at construction sites. It can track workers' actions in real-time, recognize whether they're wearing safety hats, whether they're using ladders correctly, or identify instances where a worker loses balance. Immediate alerts can be sent when safety protocols are detected to be violated and prevent accidents.

  2. Industrial Training Simulation: "pj_source1" can be implemented in VR based industrial training simulations where trainees are required to perform tasks involving ladders. The model can monitor and assess their performance by identifying actions such as moving on a ladder, stepping on the top, using safety belts, etc., providing an effective way to teach safety measures.

  3. Insurance Claim Verification: Insurance companies can use the model to verify claims related to work-related accidents. By analyzing footage from the accident site, the model can help determine if workers were adhering to safety measures like wearing safety hats, using safety belts or if the co-worker was paying proper attention at the time of the incident.

  4. Workplace Compliance Assessment: Companies can use this model during safety audits to ensure compliance with safety norms. It can analyze the video footage to check if the workers are using ladders as per the guidelines, wearing safety hats and belts, and whether their co-workers are paying attention while they are on ladders.

  5. Safety Equipment Manufacturing: Manufacturers of safety equipment and industrial ladders can use this model to understand real-life usage and dangers related to their products. This could help them in designing more effective and safer products, informed by actual use-cases and recorded instances of danger or injury risk.

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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{
                            pj_source1-jrf8c_dataset,
                            title = { pj_source1 Dataset },
                            type = { Open Source Dataset },
                            author = { thanhcongngx },
                            howpublished = { \url{ https://universe.roboflow.com/thanhcongngx/pj_source1-jrf8c } },
                            url = { https://universe.roboflow.com/thanhcongngx/pj_source1-jrf8c },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { aug },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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