Roboflow Universe Projects

Fall Detection

Object Detection

45

Fall Detection Computer Vision Project

TRY THIS MODEL
Drop an image or

Images

4497 images
Explore Dataset

Here are a few use cases for this project:

  1. Elderly Care Monitoring: The Fall Detection model can be integrated into smart home systems or camera-assisted monitoring services to promptly identify when elderly individuals fall, enabling caregivers or family members to respond quickly to potential injuries or medical emergencies.

  2. Workplace Safety: In high-risk work environments like construction sites or factories, the Fall Detection model can be implemented to monitor employees and detect any accidents, alerting supervisors or emergency medical services immediately to provide assistance.

  3. Public Safety: Security cameras in public spaces such as parks, streets, or shopping centers can utilize the Fall Detection model to detect falls and possible criminal activities or accidents, allowing law enforcement or emergency services to respond in a timely manner.

  4. Assisted Living Facilities: The Fall Detection model can help improve the safety of residents in assisted living facilities, nursing homes, or rehabilitation centers by monitoring common areas for falls and automatically notifying staff members when incidents occur.

  5. Sports Injury Detection: The Fall Detection model can be used in gyms or sports centers to monitor athletes during training sessions, helping to quickly identify falls or injuries and enabling coaches or medical staff to intervene if necessary.

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{
                            fall-detection-ca3o8_dataset,
                            title = { Fall Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Roboflow Universe Projects },
                            howpublished = { \url{ https://universe.roboflow.com/roboflow-universe-projects/fall-detection-ca3o8 } },
                            url = { https://universe.roboflow.com/roboflow-universe-projects/fall-detection-ca3o8 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-04-22 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Fall Detection project in your project.

Last Updated

a year ago

Project Type

Object Detection

Subject

fallen-person

Views: 33091

Views in previous 30 days: 3392

Downloads: 1817

Downloads in previous 30 days: 175

License

CC BY 4.0

Classes

Fall-Detected