fall_detection Computer Vision Project

DD

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Classes (4)
fall_detected
mannequin
sitting
walking
Description

Here are a few use cases for this project:

  1. Elderly Care Monitoring: The "fall_detection" computer vision model can be used in nursing homes, assisted living facilities, or in the homes of elderly individuals to monitor their movements and detect falls. It can trigger an alert to caregivers or family members when a fall is detected, thereby enabling a quick response and potentially preventing further injury.

  2. Workplace Safety: This model can be applied in industrial settings or construction sites to monitor workers for potential accidents or falls. In case of an incident, the system can notify safety teams and supervisors in real time, allowing them to respond swiftly and possibly prevent severe injuries.

  3. Smart Home Security: The "fall_detection" computer vision model can be integrated into smart home security systems. This would allow homeowners to be proactively notified if a person falls within the premises, enabling them to respond accordingly, whether it requires contacting emergency services or assisting the individual personally.

  4. Public Spaces Surveillance: This model could be deployed in public spaces like parks, schools, shopping centers or train stations to monitor for falls or accidents. Upon detecting a fall, the system could alert nearby security or medical personnel to attend to the individual in need, helping to maintain public well-being.

  5. Sports and Fitness: In sports and fitness settings such as gyms, athletic facilities, and sports competitions, the "fall_detection" model can be used for injury prevention and assessment. When an athlete or gym-goer falls during a workout or competition, the system can notify trainers, coaches, or medical staff, allowing for a faster response and ensuring proper attention is given to the injured person.

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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{
                            fall_detection-shgkx-rcuoe_dataset,
                            title = { fall_detection Dataset },
                            type = { Open Source Dataset },
                            author = { DD },
                            howpublished = { \url{ https://universe.roboflow.com/dd-btogk/fall_detection-shgkx-rcuoe } },
                            url = { https://universe.roboflow.com/dd-btogk/fall_detection-shgkx-rcuoe },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { aug },
                            note = { visited on 2024-11-22 },
                            }
                        
                    

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