2025
Fall detection on edge hardware
My dissertation. A computer vision model that spots falls from a webcam feed and alerts a carer, built to run on a Raspberry Pi.
92% accuracy across five posture classes, on 1,736 held-out test images.
- Python
- TensorFlow
- MobileNetV2
- TFLite
- OpenCV
- Grad-CAM