FaceMaskDetectionYoloV7 Computer Vision Project

shilpiyolov7workspace

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Classes (3)
mask_weared_incorrect
with_mask
without_mask

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Description

Here are a few use cases for this project:

  1. Public Health Surveillance: In the era of pandemics, the model can assist public health authorities in monitoring mask compliance in public places like parks, markets, and shopping malls. It can be applied to CCTV footage to identify instances of mask non-compliance, which can help in taking necessary precautions.

  2. Smart Buildings: The model can be incorporated in corporate or institutional buildings with IoT integration. Entrance doors or turnstiles could use this model to ensure that individuals are wearing masks correctly before they're allowed entry, promoting a safer work or learning environment.

  3. Public Transport Monitoring: This model can be used in metros, buses or trains to ensure passengers are following mask guidelines correctly. It can assist in automated passenger monitoring and provide live updates to authorities for immediate action, if required.

  4. Personal Safety Gadgets: Rapid advancements in AR glasses or smart glasses can leverage this model. Its mask detection feature can provide realtime feedback to the users or wearers about the surrounding safety levels based on people's mask-wearing habits.

  5. Social Distancing Apps: A mobile application, using this model, can notify users if they are in an environment where people aren't wearing masks properly, or at all, allowing them to avoid potentially unsafe situations.

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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{
                            facemaskdetectionyolov7-ppgjb_dataset,
                            title = { FaceMaskDetectionYoloV7 Dataset },
                            type = { Open Source Dataset },
                            author = { shilpiyolov7workspace },
                            howpublished = { \url{ https://universe.roboflow.com/shilpiyolov7workspace/facemaskdetectionyolov7-ppgjb } },
                            url = { https://universe.roboflow.com/shilpiyolov7workspace/facemaskdetectionyolov7-ppgjb },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-11-25 },
                            }
                        
                    

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