Ever thought, how awesome it will be if you could control ur computer system just by ur hand gestures? This project provides you the provision to do so.
Control your system by your fist. Now you can say, your computer is in your fist...
Using the ability that the whole system can be controlled using Keyboard.
y coordinate increase : fist up : Tab View
y coordinate decrease : fist down : minimize all windows
x coordinate decrese : fist left : open task manager
x coordinate decrease : fist right : change window
pynput (for keyboard control)
cv2 (for hand gesture recognition)
pip install opencv-python pynput
Fist Detection using HaarCascade
Instruct System as per the gesture detected
Haar Cascade is a machine learning object detection algorithm used to identify objects in an image or video It is a machine learning based approach where a cascade function is trained from a lot of positive and negative images. It is then used to detect objects in other images.
The algorithm has four stages:
1) Haar Feature Selection
2) Creating Integral Images
3) Adaboost Training
4) Cascading Classifiers
It is well known for being able to detect faces and body parts in an image, but can be trained to identify almost any object.
For pynput reference, click here
For various Virtual-Key Codes, click here
Addition of multiple gestures (now limited to fist)
Improve the Efficieny using Deep Learning (specifically trained )
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