AI Virtual Mouse with Gesture Detection | Posture Estimation and Detection | OpenCV | Mediapipe
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- Опубликовано: 11 сен 2024
- Welcome to our exciting video on two innovative AI projects leveraging the power of OpenCV and Mediapipe!
Project 1: AI Virtual Mouse with Gesture Detection
In this segment, we dive into the creation of an AI Virtual Mouse that transforms the way we interact with computers. By tracking hand gestures and movements, this AI-powered tool allows you to move the mouse and execute clicks effortlessly. Our model achieves a smooth and responsive user experience, offering 60% more control over mouse movements. Discover how gesture-based clicking enhances productivity and usability in various applications.
Key Features:
Hand gesture recognition for precise mouse movement.
Gesture-based clicking for a seamless interface.
Enhanced accuracy with a detection and tracking confidence of 50%.
Project 2: Posture Detection for Exercise Estimation
Explore our AI-driven Posture Detection system designed to estimate exercises such as bridge crunches, pushups, pullups, and more. Utilizing advanced trigonometric calculations, our model detects angles between body parts, providing valuable feedback on exercise form. Whether you're a fitness enthusiast or a trainer, this tool offers insights to improve workout efficiency and posture accuracy.
Key Features:
Accurate detection of various exercises.
Angle estimation using trigonometric equations.
Achieves an accuracy of 70% in posture detection.
Join us as we demonstrate the potential of AI and computer vision to transform everyday tasks and fitness routines. Whether you're a developer, fitness enthusiast, or tech lover, there's something here for everyone!
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