social distancing Object Detection Dataset and Pre-Trained Model by class

Images

3724 images

Explore Dataset

Here are a few use cases for this project:

Public Space Compliance: Municipalities might use the model to ensure compliance with social distancing regulations in various public spaces such as parks, beaches, or town squares. Using surveillance footage, the model can track the proximity between individuals and alert authorities if social distancing is not being observed. Key search terms: Public spaces, Compliance, Surveillance, Social Distancing.
Retail Store Monitoring: Managers of retail shops, supermarkets, or malls could use this model to ensure the enforcement of social distancing measures. Surveillance cameras can be employed to monitor the distancing and alerts can be created when crowding is detected. Key search terms: Retail, Surveillance, Social Distancing, Store.
Event Monitoring: Organizers of indoor or outdoor events such as conferences, concerts, or sporting events can make sure attendees are following social distancing guidelines. Video footage from the events can be analyzed in real-time, alerting security staff when groups are too close together. Key search terms: Events, Monitoring, Security, Social Distancing, Concerts.
Office Space Layout: Companies wanting to ensure their office layout promotes social distancing can feed images of the room layout into the model to evaluate the effectiveness. It can suggest improvements in seat placement and room arrangement. Key search terms: Office space, Layout, Design, Social Distancing.
Educational Institutions: Schools and colleges can implement this model to adhere to the recommended social distancing rules in classrooms, cafeterias, libraries, and more. Using images of the institution's spaces, the model can suggest maximum capacity or spatial arrangement in line with social distancing protocols. Key search terms: Education, Schools, Social Distancing, Classrooms, Libraries.

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{
                            social--distancing_dataset,
                            title = { social  distancing Dataset },
                            type = { Open Source Dataset },
                            author = { class },
                            howpublished = { \url{ https://universe.roboflow.com/class-8lzhc/social--distancing } },
                            url = { https://universe.roboflow.com/class-8lzhc/social--distancing },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-05-15 },
                            }