Virtual-Mouse-Final-Year-Project

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Virtual-Mouse-Final-Year-Project

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Software program which will track your hand movement in front of screen through webcam and move your cursor according to hand movement and gestures and do certain tasks like clicking dragging scrolling cursor movement

Virtual-Mouse-Final-Year-Project 최신버젼 다운로드

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# Virtual Mouse -Final Year Project
[![TensorFlow 1.15](https://img.shields.io/badge/TensorFlow-1.15-FF6F00?logo=tensorflow)](https://github.com/tensorflow/tensorflow/releases/tag/v1.15.0)
[![Python 3.6](https://img.shields.io/badge/Python-3.6-3776AB)](https://www.python.org/downloads/release/python-360/)
[![Protobuf Compiler >= 3.0](https://img.shields.io/badge/ProtoBuf%20Compiler-%3E3.0-brightgreen)](https://grpc.io/docs/protoc-installation/#install-using-a-package-manager)

Software program which will Track/Monitor your Hand Movement in
Front of Screen through a Webcam and
will Move the Cursor of the Computing
System with respect to your hand
Movement and can Do certain Fixed
Tasks Like Right Click, Left Click double
left Click, Scroll and Movement of the
cursor.

### Additional Tools Used  
- [Pyautogui](https://pypi.org/project/PyAutoGUI/)
- [OpenCV](https://github.com/opencv/opencv)

### Neural Network Used
- Single Shot MultiBox Detector (SSD)

### Features
- Cursor Movements
- Right Click
- Left Click
- Double Left Click
- Scroll

![](https://raw.githubusercontent.com/Mandar800/Virtual-Mouse-Final-Year-Project/master/name-of-giphy.gif)

### Gestures
![](https://raw.githubusercontent.com/Mandar800/Virtual-Mouse-Final-Year-Project/master/gestures.jpg)

## Algorithm 
#### Step 1 - Object Detection by SSD Neural Network 
![](https://raw.githubusercontent.com/Mandar800/Virtual-Mouse-Final-Year-Project/master/movement.gif)
#### Step 2 - Calculating Center of Box from Box Co-ordinates 
![](https://raw.githubusercontent.com/Mandar800/Virtual-Mouse-Final-Year-Project/master/center.jpg)
#### Step 4 - Determining Desired Action From Box Center Location 
  * **if Action == Movement -**
  ![](https://raw.githubusercontent.com/Mandar800/Virtual-Mouse-Final-Year-Project/master/snap.jpg)
#### Step 5 - Performing Cursor Operations from Calculations
#### Step 2 - Calculating Center of Box from Box Co-ordinates 
![](https://raw.githubusercontent.com/Mandar800/Virtual-Mouse-Final-Year-Project/master/mouse.gif)

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