Mecidisoft

Safety Model

Object Detection

Safety Model Computer Vision Project

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Images

300 images
Explore Dataset

Here are a few use cases for this project:

  1. Construction Site Safety: This model can be used to maintain and enforce safety rules on construction sites. Given live streams from cameras installed on site, the model can recognize if workers are wearing proper safety gear: helmets, shoes, gloves, glasses, belts etc. Alerts can be sent if a worker is detected without appropriate safety gear.

  2. Factory Safety Compliance: The Safety Model can help ensure that factory workers are adhering to safety standards by identifying whether the necessary protective wear such as helmets, gloves, and glasses are being worn during work hours.

  3. Training & Tutorials: The model can be used for educational purposes in safety trainings. Trainees can upload an image of themselves wearing safety gear and the system can provide immediate feedback on whether all equipment is worn correctly.

  4. Insurance Claims: Insurance companies can use the model to verify and validate if workers had their safety gear on at the time of a workplace accident, to approve or disapprove claims based on those scenarios.

  5. Sports Safety: In sports activities that demand the use of safety gear like cycling or skateboarding, this model can be utilized by coaches, trainers or self-learning platforms to confirm that the athlete is wearing the correct safety gear such as helmets before they start performing the activity.

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{
                            safety-model_dataset,
                            title = { Safety Model Dataset },
                            type = { Open Source Dataset },
                            author = { Mecidisoft },
                            howpublished = { \url{ https://universe.roboflow.com/mecidisoft/safety-model } },
                            url = { https://universe.roboflow.com/mecidisoft/safety-model },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-06-27 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Safety Model project in your project.

Source

Mecidisoft

Last Updated

a year ago

Project Type

Object Detection

Subject

Helmets

Views: 74

Views in previous 30 days: 0

Downloads: 6

Downloads in previous 30 days: 0

License

CC BY 4.0

Classes

Helmets WS1_SHOE WS2_LEGG WS3_GLOVE WS6_GLASS WS7_HELM_WG_B WS7_HELM_WG_R WS7_HELM_WG_W WS7_HELM_WG_Y WS7_HELM_WH_B WS7_HELM_WH_G WS7_HELM_WH_W WS7_HELM_WH_Y WS9_BELT_WH