Falls are the second leading cause of unintentional injury deaths worldwide. While numerous wearable fall detection devices incorporating AI models have been developed. none of them are used successfully in a fall detection application running on commodity-based smartwatches in real time. The system misses some falls. https://www.knowall.blog/