FranklineMisango/Drowning_Detection

An ML Model that uses YOLOV7 & YOLOV8 to detect whether a user in a video is drowning or not.

Drowning_Detection

A Complex Drowning detection system that uses YOLOV7 & YOLOV8 to detect whether a user in a video is drowning or not.

Introduction

Architectures

• YOLOV7
• YOLOV8

YOLOV7 - PoseNet Detection

YOLOV8 - Drowning Estimation

Results

Testing the App

• Roboflow : https://app.roboflow.com/franklines-space-ywbil/drowning-detection-vxucl/deploy/1

Conclusion

• This project is still very limited to the Dataset I was provided inform of a video hence its overfitted

Further Improvements

• Robust Dataset