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Human-Body-Posture-Detection-Correctness-System

Burn the ino file in nodemcu


Goals:


Give discreet ongoing dynamic feedback and furthermore information like daily report chart, on an individual gadget like his/her cell phone as well in his/her email with respect to the posture of the his/her by means of sensors like accelerometer and NodeMCU (ESP8266).

Functions Collect information on the situation of the lower back through an accelerometer (ADXL 345).

Convert the raw values from the sensors to precise estimations of the lower back.
Send criticism through the NodeMCU (ESP8266) to the user’s mobile app and his email alerting the user’s need to revise their posture



A system which is in the form of a belt is designed help correct incorrect body posture and maintaining body and mind healthy.

System alerts the user about their inaccurate posture in time via a mobile app.

User will also be able to track real time activity of his posture. A lot of back related problems can be cured by correcting postures during different works in life.

HealthChart feature is introduced in the application through which user can see the chart which will generate the data of previous 10 time units So, User can keep record of their posture and see their “posture progress”

Mobile Application is also created which is currently in beta version, Which provides the same functionalities as a web application

For optimizing the results of model training better algorithm like convex hull is needed which will find at any given instance if given point is inside the polygon or not. Here polygon is the virtual area in which posture is correct if at any given instance point is beyond this area than wrong posture will be indicated

We have planned in future to use more sensors so that more accurate and full body scan/mapping is possible

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