Revolutionize the way you interact with your computer! Virtual Mouse leverages cutting-edge AI and computer vision to transform your hand gestures into seamless mouse movements, clicks, and scrolling. No need for physical peripherals – just gesture, control, and navigate effortlessly! 🏆
🔹 Real-Time Hand Tracking:
🎯 Powered by MediaPipe, ensuring precise and fast tracking.
🔹 Gesture-Based Controls:
🖱️ Left Click: Pinch your index finger and thumb together.
🖱️ Double Click: Perform a quick double pinch.
🖱️ Right Click: Touch your middle finger to your thumb.
🖱️ Scroll Mode: Activate scrolling by aligning fingers in a vertical motion.
🔹 Smooth Cursor Movement:
💡 Adaptive smoothing techniques ensure fluid and natural cursor motion.
🔹 Customizable Sensitivity:
⚙️ Adjustable thresholds for clicks and scroll actions for personalized control.
🔹 No Extra Hardware Needed!
📸 Just use your webcam to bring gestures to life!
📷 Step 1: Webcam Capture
OpenCV accesses your webcam, flips the video for a mirror view, and processes the frames in real time.
✋ Step 2: Hand Landmark Detection
MediaPipe detects hand landmarks and extracts critical points such as fingertips and knuckles.
📐 Step 3: Gesture Recognition
Using distance calculations between fingertips, Virtual Mouse interprets gestures like clicks and scrolls.
🖥️ Step 4: Mouse Control
PyAutoGUI maps detected hand movements to your screen, ensuring a seamless experience.
⚡ Flow Diagram:
graph LR
A[Webcam Capture] --> B[Hand Landmark Detection]
B --> C[Gesture Recognition]
C --> D[Cursor Control & Clicks]
D -->|Output| E[Real-Time Mouse Interaction]
- Python 3.x
- Pip for package management
1️⃣ Clone the Repository:
git clone https://github.com/your-username/virtual-mouse.git
cd virtual-mouse2️⃣ Install Dependencies:
pip install -r requirements.txtIf you don't have a requirements.txt, install manually:
opencv-python(for video capture)mediapipe(for hand tracking)pyautogui(for cursor control)numpy(for mathematical operations)
3️⃣ Run the Application:
python Virtual\ Mouse.py| Technology | Purpose |
|---|---|
| Python | Core programming language |
| OpenCV | Capturing and processing video frames |
| MediaPipe | Hand detection and landmark tracking |
| PyAutoGUI | Simulating mouse movements and clicks |
| NumPy | Numerical operations and smoothing logic |
✅ Enhanced Gesture Recognition:
➖ More intuitive gestures for additional functionality.
✅ Voice Command Integration:
🎙️ Combine hand gestures with voice control for a futuristic experience.
✅ Customizable UI Dashboard:
🖥️ A visual interface to tweak settings, sensitivity, and control modes.
✅ Cross-Platform Compatibility:
💻 Optimizing performance for Windows, macOS, and Linux.
Virtual Mouse brings gesture-based control to life. Forget traditional peripherals – navigate your PC effortlessly, smoothly, and intuitively! 🎯
📢 Contribute & Collaborate:
Have ideas or improvements? Join the project and help enhance the Virtual Mouse experience! 🚀