Abstract: This paper introduces a cloud-edge collaborative framework for object detection using the KubeEdge platform, addressing the challenges of real-time data processing and resource limitations ...

Real-time eye blink detection using TensorFlow.js and MediaPipe. Tracks blink rate, alerts low blinks, and provides eye exercises with interactive charts and live overlay.

Abstract: Underwater object detection is challenged by low contrast, poor visibility, and inconsistent lighting, limiting traditional algorithms. This study addresses the issues using YOLO models ...

Loads the trained Faster R-CNN model. Reads the input video frame by frame. For frames with weapons detected above a confidence threshold, saves the frame to a folder. Names the frames with the ...