Home automation Through Hand Gesture By Using Raspberry Pi

Project Description:
This project involves creating a home automation system that controls various household appliances using hand gestures. By employing a Raspberry Pi as the central processing unit, the system will recognize specific hand gestures and translate them into commands to control devices such as bulbs, fans, tubelights, and buzzers. Here’s a detailed breakdown of the project:
Objective:
To develop a system that allows users to control home appliances through predefined hand gestures, enhancing convenience and accessibility in home automation.
Gesture-Control Mapping:
Index Finger: Toggle bulb (On/Off)
Ring Finger: Toggle fan (On/Off)
Pinky Finger: Toggle tubelight (On/Off)
Thumb: Toggle buzzer (On/Off)
System Workflow:
Gesture Detection:
- The camera module continuously captures video frames.
- The captured frames are processed using gesture recognition software.
- Hand gestures are detected and classified into predefined categories (index finger, ring finger, pinky finger, thumb).
Gesture Interpretation:
- The system maps detected gestures to corresponding appliance controls.
- For each gesture, the system checks the current state of the appliance (On/Off) and toggles its state accordingly.
Control Mechanism:
Relay modules are used to switch appliances on or off based on the gesture command.
The Raspberry Pi sends control signals to the relay modules to execute the command.

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