Plinphon Patthayawij

Head+lifejacket

Object Detection

Head+lifejacket Computer Vision Project

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Here are a few use cases for this project:

  1. Maritime Safety Initiatives: The model can be used to monitor the usage of lifejackets on boats, cruise ships, and at beaches. It can distinguish between people who are wearing life jackets, those who are not, and even false implements, ensuring improved safety measures.

  2. Rescue Operations: This model can be beneficial during disaster or emergency situations where rescue teams need to quickly identify individuals in danger in the water. Identifying which individuals are wearing life jackets can aid in formulating the rescue strategy.

  3. Water Sport Activities: In recreational spots like water parks or areas where water sports take place, this model can ensure the safety regulations are being adhered to by checking if the participants are wearing life jackets accordingly.

  4. Lifejacket Manufacturing Control: The model can aid manufacturers to differentiate between fake jackets and genuine ones, ensuring quality control and reducing fraud in the industry.

  5. Surveillance Systems: It could be implemented into video surveillance systems in maritime environments, such as ferries or marinas, to alert staff when visitors or patrons are not wearing life jackets when needed.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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

@misc{
                            head-lifejacket_dataset,
                            title = { Head+lifejacket Dataset },
                            type = { Open Source Dataset },
                            author = { Plinphon Patthayawij },
                            howpublished = { \url{ https://universe.roboflow.com/plinphon-patthayawij/head-lifejacket } },
                            url = { https://universe.roboflow.com/plinphon-patthayawij/head-lifejacket },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { oct },
                            note = { visited on 2024-03-28 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Head+lifejacket project in your project.

Last Updated

a year ago

Project Type

Object Detection

Subject

lifejacket

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Views in previous 30 days: 1

Downloads: 3

Downloads in previous 30 days: 0

License

CC BY 4.0

Classes

0 3 fakehead fakehuman fakejacket head human lifejacket notwearing_human wearing_human