Helmet-Vest-Belt Computer Vision Project

Safety Detection

Updated 2 years ago

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Description

Here are a few use cases for this project:

  1. Construction Site Safety: This model can be used to ensure safety protocol adherence on construction sites. It can analyze live video feeds to determine if every worker on site is wearing appropriate safety gear - helmets, vests, belts, shoes. This can aid in preventing workplace injuries stemming from non-compliance.

  2. Industrial Production Compliance: In a factory setting, this model can be used to enforce worker safety by tracking which workers are using proper safety gear and assist in maintaining compliance with safety regulations.

  3. Mining Industry: This model can aid in ensuring safety standards compliance within the mining industry where wearing safety helmets, vests, belts, and shoes are paramount to worker safety.

  4. Public Safety Measures: The model can be used by law enforcement or event organizers to manage crowd safety in public events. It can identify individuals not wearing safety gear during events such as motorsports, cycling races, horse riding, etc.

  5. Training Data For Safety Equipment Companies: This model's dataset could be beneficial for safety equipment companies designing helmets, vests, belts, or shoes. These companies can use the dataset to train their own machine learning models to improve product design or evaluate how visible their products are in real-world conditions.

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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{
                            helmet-vest-belt_dataset,
                            title = { Helmet-Vest-Belt Dataset },
                            type = { Open Source Dataset },
                            author = { Safety Detection },
                            howpublished = { \url{ https://universe.roboflow.com/safety-detection-ftkxk/helmet-vest-belt } },
                            url = { https://universe.roboflow.com/safety-detection-ftkxk/helmet-vest-belt },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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