Hand Keypoints What is CVZONE? CVzone is the main Framework that is used in this prototype, it is a computer vision package that makes us easy to run like face detection, hand tracking, pose ...

Hand Pose Detection Using YOLOv8-pose Abstract: Hand detection and pose estimation are prominent problems in computer vision. They have applications in augmented and virtual reality, human-robot ...

Objective: We assessed a deep learning hand motion detector to potentially refine hand motion and precision during power drill use in a cadaveric mastoidectomy procedure. Methods: A deep-learning hand ...

Six modules make up our approach: video-to-frame conversion, preprocessing for quality enhancement, hand skeleton mapping with single shot multibox detector (SSMD) tracking, hand detection using ...

This code implements a hand gesture recognition system using the OpenCV, cvzone, and Keras libraries. The system detects hand gestures in a video stream and classifies them into 17 different gestures.