In high-risk environments such as elderly care facilities, hospitals, public transit stations, or workplace safety zones, detecting human falls instantly is essential for preventing serious injuries and enabling rapid emergency response. However, continuous manual video surveillance monitoring is resource-intensive and prone to oversight.
A growing need exists for automated fall detection systems that operate in real-time, are accurate, and respect user privacy. Such a system would assist caregivers, security teams, or emergency responders by automatically identifying falls and triggering alerts, without relying on wearable sensors.
With advancements in AI pose estimation systems, a computer vision–driven solution could be deployed directly on-site to provide privacy-compliant, accurate, and low-latency fall detection.
Conceptual Design
How do we detect human falls automatically?
Our fall detection application uses a deep learning model to estimate body key points and track motion trajectories frame-by-frame. By analizing changes in body angles, joint angles and movement velocity, the system can accurately detect genuine falls while filtering out benign movements (e.g., sitting or bending). This fall detection solution is designed for seamless integration and works with standard CCTV and IP camera streams using a GStreamer pipeline.
How do we detect human falls automatically?
Our fall detection application uses a deep learning model to estimate body key points and track motion trajectories frame-by-frame. By analizing changes in body angles, joint angles and movement velocity, the system can accurately detect genuine falls while filtering out benign movements (e.g., sitting or bending). This fall detection solution is designed for seamless integration and works with standard CCTV and IP camera streams using a GStreamer pipeline.
The value we deliver: How we boost your business
Risk Reduction
Enables rapid response to accidents, potentially saving lives
Product Quality
Accurately detects falls while minimizing false alarms
Information
Provides immediate notification to caregivers or security
Reduced Anxiety
Offers peace of mind for care facilities and families
Risk Reduction
Enables rapid response to accidents, potentially saving lives
Product Quality
Accurately detects falls while minimizing false alarms
Information
Provides immediate notification to caregivers or security
Reduced Anxiety
Offers peace of mind for care facilities and families