Virtual mouse using hand gesture May 1, 2023 · A computer vision-based virtual mouse that can be controlled using hand gestures is a fascinating application of artificial intelligence and computer vision technology. This document describes a virtual mouse system that uses hand gestures as detected by a webcam to control the computer cursor and perform mouse functions like clicking and dragging. Interact with your computer through intuitive gestures for mouse movement, clicking, volume adjustment Hand-Gesture-Controlled-Virtual-MouseThis project allows you to control the mouse cursor using hand gestures via a webcam. Try out a few of these options while outlining challenges and exciting future Jul 23, 2025 · Mouse Functions depending on the Hand Gestures and Hand Tip Detection. Abstract In this work, a real-time hand gesture recog-nition system-based human-computer interface (HCI) is presented. It utilizes OpenCV, Mediapipe, and The AI virtual mouse can be used for real-world applications because the proposed model is more accurate and can be used virtually using hand gestures rather than the traditional physical mouse. It uses computer vision techniques to track hand movements and performs actions such as clicking and double-clicking. The system consists of six stages: (1) hand detection, (2) gesture segmentation, (3) use of ve pre-trained convolutional neural network models (CNN) and vision transformer (ViT), (4) building an interactive human-machine interface (HMI), (5) development of a gesture-controlled The technique of establishing a process of interaction between human and computer is evolving since the invention of computer technology. This project enables mouse control using eye and hand tracking. Using sensors like accelerometers or webcams, the system recognizes and translates certain motions from the user into instructions for interacting with apps, navigating interfaces May 29, 2023 · Controlling Mouse Tracking & Clicks with PC Camera Before jumping to the project part, lets build a Gesture Controlled Virtual Mouse using PC image recognition technology. By integrating deep learning models, the system accurately recognizes hand gestures, tracks eye gaze, and processes voice commands. This document is a project report submitted by two students, Sahil and Sameer Kumar, for their BTech in Mathematics and Computing. Traditional mouse controls require the user to use a physical device, such as a trackpad or a mouse. The system consists of six stages: (1) hand detection, (2) gesture segmentation, (3) use of ve pre-trained convolutional neural network models (CNN) and vision transformer (ViT), (4) building an interactive human-machine interface (HMI), (5) development of a gesture-controlled The basic objective is to develop a virtual mouse and keyboard using the concepts of hand gesture recognition and image processing which will ultimately move the mouse pointer according to the hand gestures, similarly with the help of the gesture can use keyboard functions which will be defined as per the convenience of the user. All i/o operations can be virtually controlled by using static and dynamic hand gestures along with a voice assistant. In order to imitate mouse activities on a computer, this study offers a gesture-based virtual mouse system that makes use of hand movements and hand tip detection. The application utilizes This system has potential applications like enabling hand-free operation of devices in hazardous environments and providing an alternative interface for hardware mouse. Hand Gesture presents a gesture-controlled virtual mouse system that uses computer vision and hand-tracking techniques to provide advanced user interactions with a computer. We first detect the This research introduces a novel virtual mouse system that combines eye movements, hand gestures, and voice commands for a more intuitive and accessible user experience. This project makes use of the state-of-art Machine Learning and Computer Vision algorithms to recognize Input control using hand gestures is a growing area of research in the field of human-computer interaction (HCI), In this paper, we present the working of the virtual mouse by using hand recognition and its use of only a simple finger gap with no additional hardware requirements to control the cursor of the system. The objective is to use only finger motions to move the mouse pointer on the screen, a process known as gesture recognition, rather than using any hardware, like a mouse. The concept of system control using hand gesture recognition. A virtual mouse application based on finger tracking has been conceived Jan 23, 2021 · The virtual mouse works only by the simple gestures, without performing some of the packages and the code in python and other high-level languages, it is also possible to develop a virtual keyboard and also to perform a virtual monitor operations which works similar to touch screen. This approach will make tasks Aug 13, 2023 · lectronics. RELATED WORKS In AI Virtual Mouse Using Hand Gesture Recognition [1] and Artificial Intelligence Virtual Mouse using Hand Gesture [7] employs a webcam to capture live video input using Open CV, which is processed using the MediaPipe framework to detect hand landmarks. Using Python and libraries like OpenCV, MediaPipe, and PyAutoGUI, the system tracks and interprets hand gestures in real-time, enabling This paper proposes a virtual mouse system based on HCI using computer vision and hand gestures. The gadget records a live video stream using its webcam, which is subsequently analysed to identify and follow the user's hand movement in real time. Hand gestures are recognized using sensors and machine learning algorithms that translate these gestures into cursor movements About A virtual mouse that replaces a physical mouse by using hand gestures and voice commands to control a computer's cursor and functions. Techniques for establishing the process of human-computer interaction(HCI) have evolved since the invention of computer technology. We employ tools like Python, Media- Pipe, and Open-CV. However, this technology is currently too expensive to be employed on desktop computers. This technology uses a camera to detect the user's hand gestures and translate them into cursor movements on the computer screen, allowing users to navigate and interact with their computer without the need for a physical mouse. The main goals of the project are real-time II. Pyautogui is utilized to control mouse movement and clicks. It leverages a webcam and computer vision to detect hand gestures and perform mouse actions such as moving the cursor, left click, right click, double-click, and even taking screenshots. Try out a few of these options | Find, read and cite all the research you Abstract: Hand gestures can be used to control cursors with the Virtual Mouse Using Hand Gesture system, which makes use of OpenCV. With two separate Python scripts, you can navigate your computer screen effortlessly. ABSTRACT: In this project, we have proposed a computer vision-based mouse to control the cursor using hand gestures captured from a webcam through a colour detection technique. This project uses computer vision and machine learning techniques to detect your hand gestures and simulate mouse movements and clicks. It translates real-time hand movements into mouse actions using a webcam, offering a hands-free interaction experience. This project aims to create an intuitive and contactless way to control a computer, making it especially useful in scenarios where touch is Abstract: In human-computer interaction, virtual mouse implemented with finger tip recognition and hand gesture tracking based on image in a live video is one of the studies. Our concept is to use a camera and computer vision technology, as image segmentation and gesture recognition, to control mouse A virtual mouse controlled by hand gestures. W AI Virtual Mouse is a Python-based project that lets you control your computer's mouse using hand gestures via your webcam. The virtual mouse is a software-based interface, enabling users to control the cursor without physically touching a mouse. Jan 1, 2024 · The usage of hand gestures to operate digital devices has grown in recent years, and developing accurate gesture recognition systems using computer vision technology is becoming easier. The technology records hand motions using a camera and converts them into cursor movements on the computer screen. Techniques for establishing. That’s how the Gesture-Based Virtual Mouse was born — an open-source Python project that enables you to control your Virtual Mouse using Hand gesture recognition allows users to control mouse with the help of hand gestures and system’s webcam is used for tracking hand gestures. • In our project, we propose a novel approach that uses a video device to control the mouse system (Mouse tasks Nov 16, 2024 · This research presents an innovative virtual mouse control system driven by hand gestures, enhancing human-computer interaction. It uses basic arithmetic to calculate the distance between each landmark of the hand. OJECT BY KAMAL ACHARYA (Tribhuvan University) Date: 2024/03/21 Virtual Mouse using Hand Gestures Abstract This paper proposes a virtual mouse system based on HCI using computer vision and hand gestures. Computer vision and machine learning algorithms are used to recognize hand gestures in the video frames. Additionally, these motions may be recorded and utilized as control signals to let users interact with interfaces without needing a mouse or keyboard. This mission objective is to provide Abstract — This project presents a new approach for controlling mouse movement using a real-time camera. The purpose of this proposed system is to help humans to control the system without directly getting interacted with the device. The virtual mouse is designed to be precise and dependable, giving users an easy and practical input technique that can be applied in several situations. Abstract: Gesture recognition using a digital mouse is a modern task designed to revolutionize human-computer interaction. This research paper explores the implementation and potential benefits of a virtual mouse using hand gestures as an input device for individuals. The major advantage of this concept is it reduces the direct interaction between the human and the device. The AI-Virtual-Mouse project leverages computer vision and AI to create a virtual mouse controlled by hand gestures. Move the cursor with your index finger and click by bringing your fin Gesture Controller using hand gestures for system control with Python, MediaPipe, and OpenCV. With the help of this technology, hand gestures that OpenCV recognises can be converted into on-screen cursor Sep 2, 2024 · This paper proposes a virtual mouse system based on HCI using computer vision and hand gestures. This The concept is to use a simple camera instead of a classic or standard mouse to control mouse cursor functions. Nov 14, 2024 · This paper proposes a virtual mouse system based on HCI using computer vision and hand gestures. Created by using opencv, mediapipe, pyautogui, and tkinter. This model operates the system using hand gestures or eye gestures in the graphical user interface. It proposes developing a virtual mouse system using computer vision and hand gesture recognition to provide a more natural human-computer interaction than a physical mouse. OpenCV, Mediapipe, AutopyThis project represents a concept of controlling our video display with the assistance of hand gestures, which relies on one in each of the studies of Human Computer Interaction. The mouse is an excellent invention in HCI (Human-Computer Interaction) technology. By converting designated hand gestures into virtual mouse actions—such as moving the cursor, left-clicking, right-clicking, double-clicking, and taking screenshots—the system offers an intuitive, touch-free way to control computer systems. This Virtual Mouse Hand Recognition application uses a simple color cap on the finger without the additional requirement of the hardware for the controlling of the cursor using simple gestures and hand control. Abstract: The virtual mouse using hand gesture is a computer interface technology that allows users to control the ir computers using hand movements. In this paper, based on the MediaPipe gesture recognition framework, we design HandMouse, a virtual mouse system that operates using hand gestures. Using Some techniques interpret these gestures to enable virtual mouse control. Traditional mouse and keyboard interfaces, even as powerful, can pose ergonomically demanding situations and restrict accessibility for some customers. You can add more gesture Hand and finger pointing using computer vision according to HCI. The mouse is its great This research paper presents a comprehensive study of the Gesture Controlled Virtual Mouse, which leverages state- of-the-art Machine Learning and Computer Vision algo- rithms to enable users to control input/output operations using hand gestures and voice commands without the need for direct contact. This application The Virtual Mouse Project simulates mouse interactions using hand gestures detected through a webcam. Jul 7, 2023 · PDF | Recent improvements in gesture detection and hand tracking have brought about both opportunities and challenges. The algorithms utilized to track hand and eye motions, the user interface, and the feedback The Gesture Controlled Virtual Mouse makes it simple to communicate with a computer using voice commands and hand gestures. Abstract—This project aims to develop a virtual mouse system that uses hand gesture recognition based on the Media pipe and OpenCV libraries. It allows users to interface with machines without the use of mechanical or physical devices, and even control mouse functionalities. This paper proposes a virtual mouse system based on HCI using computer vision and hand gestures. By recognizing predefined hand Accessibility: An AI-Virtual Mouse system can be utilized to provide access to computers for physically handicapped people, allowing them to interact with their computers using hand gestures instead of a traditional mouse system. This project shows that we are able to control our screen by moving our fingers which will work as cursor. The project uses computer vision techniques to recognize hand gestures and convert them into mouse movements. We will first detect the hand landmarks and then track and click based on these points. This technology will make the computer interaction to reach a new limit. The computer requires almost little direct physical contact. Our concept is to use a camera and computer vision technology, as image segmentation and gesture recognition, to control mouse tasks (clicking This paper proposes a virtual mouse system supported HCI using computer vision and hand gestures. There are drawbacks to the conventional mouse and keyboard interface, especially in situations when users need to engage without using their hands, like in augmented reality (AR), virtual reality (VR), and smart surroundings. The AI virtual mouse can be used for real-world applications because the proposed model is more accurate and can be used virtually using hand gestures rather than the traditional physical mouse. As an alternative to the touch screen, a virtualized human-computer interface gadget like a mouse can be developed using a camera and some computer vision algorithms. The Media-Pipe library offers A. The system will allow the user to navigate the computer cursor using their hand fingers bearing colour caps or tapes where left and right clicking and dragging will be performed using different hand gestures with the May 13, 2024 · The paper proposes a method for controlling a virtual mouse using fingertip identification and hand gesture recognition. - AyanPahari Apr 4, 2024 · The mouse is an indispensable input device that is used in the computer system. In the present virtual mouse control system, the mouse cursor, left-click, right-click and drag are controlled by a hand recognition system. Techniques for establishing the process of human-computer interaction (HCI) have evolved since the The existing gesture-based operating systems can only simply operate a single piece of software or a specific system, and are not compatible with other applications of mainstream operating systems. Abstract: The paper suggests a novel method for using hand motions to create a virtual mouse interface. About The AI-based virtual mouse uses computer vision and machine learning to interpret hand gestures for hands-free computer control. It leverages Mediapipe for hand tracking and OpenCV for video processing, allowing users to perform actions like moving the cursor, left-clicking, right-clicking, dragging, and scrolling using Abstract: In-depth analysis and investigation of a Virtual Mouse and Keyboard system operated by hand gestures are the focus of this research paper . The system works The proposed AI virtual mouse system can solve this problem by using a webcam or built-in camera to record hand motions and identify hand tips using computer vision. It's an AI-based virtual mouse project that uses Python and OpenCV for real-time hand gesture tracking. This project presents a new approach for controlling mouse movement using a real-time camera. You can add more gesture Hand Glide presents a unified system that uses the MediaPipe library for accurate hand landmark recognition and categorization, enabling smooth integration of gesture-based control (GBC) and voice-controlled assistant (VCA) features. Nov 21, 2023 · A virtual mouse controlled by hand gestures. In present scenario, touch screens are found on most mobile devices. Users can control the mouse cursor's movement and perform mouse clicks using hand gestures detected by the camera. This project implements a virtual mouse using hand gestures and MediaPipe. Consequently, use a virtual keyboard and your finger to move the mouse cursor. The proposed system aims to overcome limitations of physical mice like requiring batteries, wireless receivers or specific surfaces. This paper shows an AI virtual mouse system that take input of hand gestures and detection for fingertip movement to perform mouse operations in computer by using computer vision. Apr 20, 2025 · Redefining Human-Computer Interaction Using Hand Gestures and Python Introduction In an age where touchless technology and intelligent interfaces are reshaping how we interact with machines, I wanted to explore an idea that blends AI, computer vision, and accessibility. The study introduces two approaches for tracking fingers: one involves using colour caps, and the other utilizes hand gesture detection. It analyzes video frames from the webcam using OpenCV and MediaPipe to detect Feb 2, 2025 · Abstract Hand gestures have become a popular method for controlling digital devices. This project implements a virtual mouse that can be controlled using hand gestures captured via a webcam, leveraging computer vision techniques. This research presents a novel system to control a mouse using hand gestures. The proposed system uses hand tracking techniques to capture and track hand gestures, and uses a set of customizable rules A Python-based virtual mouse/trackpad system that uses your webcam and hand gestures to control the mouse cursor, perform clicks, and scroll on your Windows computer. All input and output processes might potentially be managed digitally by combining voice instructions with both static and dynamic hand gestures. This project offers an alternative way of Feb 12, 2024 · In this direction, the author proposed a novel gesture-controlled virtual mouse system that uses hand gestures and hand tip detection with a webcam or internal camera for computer navigation that accurately recognizes various gestures, including cursor movement, left and right clicks, double clicks, scrolling, drag and drop, multiple item Feb 12, 2024 · In this direction, the author proposed a novel gesture-controlled virtual mouse system that uses hand gestures and hand tip detection with a webcam or internal camera for computer navigation that accurately recognizes various gestures, including cursor movement, left and right clicks, double clicks, scrolling, drag and drop, multiple item Gesture Controlled Virtual Mouse simplifies human-computer interaction using real-time hand gestures and voice commands, minimizing physical contact. Though wireless or Bluetooth mouse technology is invented still, that technology is not completely device free. The Voice Assistant with Gesture Control Virtual Mouse enables seamless control through voice commands and hand gestures, eliminating the need for physical contact or external devices. Developed a program for controlling the mouse movement using Python and OpenCV with a real-time camera that detects hand landmarks, tracks gesture patterns instead of a physical mouse. Jul 7, 2023 · Recent improvements in gesture detection and hand tracking have brought about both opportunities and challenges. We had the webcam act as an input device that tracked the hand to perform an Virtual Mouse Control Using Hand Gestures Yash Yadav1, Abhishek Hazare2, Rushab Dungarwal3, Pratham Sharma4, Shefali Raina5. Powered by OpenCV, MediaPipe, and more. With the Motion Mouse, you can control your computer without touching a physical mouse, which can be particularly useful in situations Sep 16, 2022 · This paper proposes a virtual mouse system based on HCI using computer vision and hand gestures. May 13, 2024 · The paper proposes a method for controlling a virtual mouse using fingertip identification and hand gesture recognition. Gesture Controlled Virtual Mouse makes human computer interaction simple by making use of Hand Gestures and Voice Commands. The project aims to enhance Human-Computer Interaction (HCI) by reducing reliance on traditional input devices and promoting accessible, hygienic, and intuitive interfaces. Reducing the cost of hardware. A live camera controls how the cursor is moved. This uses PC vision and motion acknowledgment procedures to follow and decipher the developments of a client's hand. The "AI Virtual Mouse Using Hand Gestures" project is a machine learning-based application that allows users to control their computer mouse using hand gestures. In the field of human-computer interaction, the development of input devices needs to be user-friendly and effective. Virtual mouse using hand gestures 🚀 It is a mouse simulation system which performs all the functions performed by your mouse corresponding to your hand movements This virtual mouse uses computer vision to track hand movements and perform actions like mouse movement, left-click, right-click, double-click, and taking screenshots. Jun 6, 2022 · Gesture Controlled Virtual Mouse makes human-computer interaction simple by making use of Hand Gestures and Voice Commands. The experimental results demonstrate that the use of hand gestures and voice commands for controlling mouse movement is technically feasible, and has the potential to provide an effective and efficient input method in a variety of contexts, such as gaming, accessibility, virtual and augmented reality, industrial and manufacturing, and healthcare. the process of human-computer interaction(HCI) have evolved since the invention . This versatile project offers a unique way to interact with your computer. This project implements a Virtual Mouse using hand gesture recognition. The task at hand is to design and create the Virtual mouse systems using hand gesture recognition and computer vision offer a promising alternative to traditional input methods, with Python providing a powerful and flexible platform for their development. In Human Computer Interaction Using Hand Apr 30, 2024 · PDF | On Apr 30, 2024, G M Trupti and others published Virtual mouse using hand gestures | Find, read and cite all the research you need on ResearchGate Computer vision-based [12] virtual mouse using gesture recognition [1] methodology is a system that enables users to control the computer mouse pointer using hand gestures instead of a traditional mouse and touchpad. Specific gestures like raising different fingers are mapped to mouse actions like left click, right click . Overall, the hand gesture-controlled virtual mouse system offers a promising approach to enhance user experience and improve accessibility through human-computer interaction. A Bluetooth mouse has the requirement of battery power and “Virtual Mouse: A computer vision project that allows users to control their cursor using hand gestures. This new method is implemented through a virtual mouse control system utilizing the webcam feed to AI Virtual Mouse 🖱️ The Motion Mouse is a virtual mouse that allows you to control your computer using hand gestures. Gestures captured with a built-in camera or webcam and processed by a Convolutional Neural Network Model for classification among the desired mouse operations. In this paper, virtual mouse control using finger tip identification and hand gesture recognition is proposed. This is done by tracking the user’s hand movements in real-time, using OpenCV and Mediapipe, interpreting certain gestures as moving the cursor, scrolling, left-clicking, or right-clicking on the mouse. EXISTING SYSTEM Under the existing system, cursor control is provided by the use of a mouse, which can either be wired or wireless according to the choice of the user. This paper proposes a virtual mouse system supported HCI using computer vision and hand gestures. About This project leverages OpenCV for hand tracking and gesture recognition and AutoPy for mouse control to create a real-time hand gesture mouse control application. The creation of a virtual mouse that enables users to operate an on-screen pointer using just their hands and eyes is examined in this research study. It detects and tracks hand landmarks using Mediapipe and maps gestures to mouse actions. Computer vision techniques are used for gesture recognition. The "Eye Control" script tracks your eye movements to control the mouse, while the "Hand Control" script uses hand gestures to manipulate the cursor. ABSTRACT This project aims to develop a Virtual Mouse system using hand gestures for intuitive, hands-free interaction with computers, utilizing Python, OpenCV, and MediaPipe for real-time hand tracking and gesture recognition. Abolishing the practice of hand recognition will be the new standard in the future. Instead, we suggest to change the design of hardware. Virtual Mouse using Hand Gesture is going to be a drastic change in the world of technology, where will be using a our fingers to control the mouse. Techniques for establishing the process of human-computer Aug 22, 2021 · This Python application enables control of the mouse cursor through hand gestures captured via webcam. This project utilizes advanced image processing techniques to accurately track hand movements and translate them into cursor movements on the screen. The Gesture-Controlled Virtual Mouse redefines human–computer interaction by allowing users to operate digital devices using intuitive hand gestures and voice commands. Jan 18, 2023 · Based on hand gestures, the computer can be controlled virtually and can perform left-click, right-click, scrolling functions, and computer cursor functions without the use of the physical mouse. The Virtual Mouse provides an infrastructure between the user and the system using only a camera. About a webcam-based virtual gesture mouse that is easy to use with hands on the desk. The system uses a webcam to capture the user's hand and employs computer vision and machine learning algorithms for gesture recognition. It attempts to create a … Have you ever wished to operate your PC or laptop by simply waving your finger in your hair?In this video we are going to understand how to do this together. Creating a virtual mouse using hand gestures typically involves a combination of computer vision techniques and machine learning algorithms. Utilizing a webcam, the system tracks hand movements, interprets gestures, and performs mouse operations like moving the cursor and clicking, providing a touchless interface for interacting with a computer. Jun 14, 2023 · The proposed system can be achieved by using a webcam or a built-in camera that detects the hand gestures and hand tips and processes these frames to perform the particular mouse functions. The system would allow basic mouse functions like movement, left click, right click, and scrolling to be controlled by hand gestures without needing a physical mouse. Major approaches consist of adding more buttons or changing the position of the tracking ball of mouse. Using MediaPipe for real-time hand tracking,it detects key points and classifies gestures like pointing,clicking and scrolling, mapping them to on-screen actions for an intuitive, ergonomic alternative to traditional mice. We can tune the fingertip of the hand gesture through the usage of an integrated camera or web camera and execute the mouse cursor operations, scrolling function, and additionally move the cursor with it using AI Virtual Mouse System. Using ML, CV, MediaPipe, and pybind11, it recognizes gestures and promotes accessibility, offering a versatile, hardware-free human-computer interaction solution. This paper provides a new approach to build a virtual mouse using pyAutoGUI, OpenCV, Mediapipe and other cutting-edge Mar 22, 2025 · A software programme called the “Gesture Control Virtual Mouse” enables users to move the computer pointer with hand gestures. This document describes a system for controlling a computer mouse using hand gestures without any physical mouse device. Using dif erent hand gestures, actions like clicking, dragging, a rom the camera will be displayed on the system's scree so that the user can fine-tune it. An optional strategy that can be explored by clients is through the use of hand signals to collaborate with the system. This study employs state-of-the-art Machine Learning (ML) and This project makes use of the state-of-art Machine Learning and Computer Vision algorithms to recognise hand gestures and voice commands, which works smoothly without any additional hardware In this video, we are going to create an AI-based Mouse Controller. It proposes developing a virtual mouse system using hand gesture recognition with computer vision and a webcam. The system uses a webcam to capture video of the user's hand. Hand Glide presents a unified system that uses the MediaPipe library for accurate hand landmark recognition and categorization, enabling smooth integration of gesture-based control (GBC) and voice-controlled assistant (VCA) features. It offers a more intuitive, hands-free, and accessible way to interact with computers. The system's algorithm makes use of the machine learning algorithm. Aug 22, 2021 · The project leverages MediaPipe for hand tracking to create a virtual mouse interface, enabling precise cursor control and clicking through intuitive hand gestures. Algorithms for computer vision and image processing can be used to accomplish this. We introduce a unique Human-Computer Interaction approach in this work. Feb 14, 2023 · Screenshot This project is not using any machine learning to detect the gestures. The system allows the user to control the mouse, click, drag, and take screenshots using predefined hand gestures. The computer requires almost no direct contact. This multimodal approach offers a robust and adaptable solution for various user needs The basic objective is to develop a virtual mouse and keyboard using the concepts of hand gesture recognition and image processing which will ultimately move the mouse pointer according to the hand gestures, similarly with the help of the gesture can use keyboard functions which will be defined as per the convenience of the user. The system will use a webcam to capture images of the user's hands, apply machine learning "Hands-Free Computing Gesture-Based Virtual Mouse and Keyboard" explores the use of computer vision to produce a simulated optical mouse and keyboard using hand gestures. The main goal of this research is to develop a gesture-controlled virtual mouse integrated with voice assistance, which will allow hands-free interaction with computing systems. Using Computer Vision for the mouse cursor moving around the system window. • Increasingly we are recognizing the importance of human computing interaction (HCI), and inparticular vision-based gesture and object recognition. Without using a physical mouse or keyboard, the programme enables users to interface with their computer. To make this happen, all we need a working webcam and three main algorithms that are Abstract- An revolutionary interface technology called gesture-based virtual mouse replaces traditional input devices like touchpads and mice by allowing users to operate digital devices using hand or body movements. It leverages Computer Vision and Machine Learning (MediaPipe, CNN) with no extra hardware, offering a futuristic way to navigate and control your system using natural body language and voice. Camera Used in the Virtual Gesture Mouse project Open-CV is python vision library that contains Associate in the organized AI virtual mouse system depends upon the edges that are gotten by the camera in Associate in nursing passing PC. OpenCV consists of a package called video capture which is used to capture data from a live video. By using hand gestures, the user can interact with the virtual mouse in a more natural manner. Dec 17, 2024 · INTRODUCTION Virtual Mouse • As computer technology continues to develop, people have smaller and smaller electronic devices. With the AI virtual mouse system, we can use the built-in camera or webcam to follow finger movements and play games Index Terms - Mediapipe , Autopy, GUI, gestures, OpenCv, Computer vision, Hand gesture recognization. Gestures captured with a built-in camera or webcam and processed with color segmentation The Virtual Mouse Using Hand Gesture Recognition project leverages computer vision and machine learning to simulate mouse functionality through hand gestures. Nov 7, 2021 · The project leverages MediaPipe for hand tracking to create a virtual mouse interface, enabling precise cursor control and clicking through intuitive hand gestures. Here's a general methodology along with algorithms In this direction, the author proposed a novel gesture-controlled virtual mouse system that uses hand gestures and hand tip detection with a webcam or internal camera for computer navigation that accurately recognizes various gestures, including cursor movement, left and right clicks, double clicks, scrolling, drag and drop, multiple item Abstract: This paper presents a framework for controlling a PC's mouse cursor through hand motions, making a virtual mouse, this method of laying out a course of collaboration among human and PC is developing since the creation of PC innovation. qxbzzunw gnpiqa cjop qpqedag ojmlttj zberx uojw eomw clgwm eipowex nkmma gnbmz vnyiaa sidg zzjf