"Have a Buddy That Guides you for the Best, & Manages Your Posture Better"
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"Are you sure you are sitting in a correct posture right now when you are looking at your desktop screen reading this problem statement?" No, right?
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"With the underlying Pandemic at place, Programmers/Students/working professionals are spending more Time with there laptop, working out day and night!"
"The wrong Posture of Sitting with Minimal Breaks In this Digital Era with Average Screen-time More than 5 hours, are deteriorating Life quality Standards by leading to problems related to Spinal cord, gastrology, weakening of eyesight and many more consequences which eventually affects the work-life which we were onto”
A Robust AI-Driven System (Web App) That Monitors :
- Posture (7 Body KeyPoints)
- Relative Distance from Display
Which Notifies User when his/her Posture or Relative Distance is Wrong with a Suggestion on how to improve it! Using
- CNN And ANN Model
- Tensorflow.js/ Movenet3.0 with Client Side Rendering.
Detecting Body Coordinate with Computer-Vision Efficiently.
- 7 Body Keypoints Detection with Movenet3.0 CNN Model with 30-40fps frame rates.
Classification of Each Sample with More Accuracy in different Environments.
- Artificial neural networks for Posture classification
Effective Alerts about Wrong Posture.
- Smart Sound Alerts with text Notifications.
Making It Easier For Diverse User, to Use Our App!
- Minimalist UI/UX
Server-Load & Data Breach/Consumption Problem.
- Client-Side AI rendering which reduces server load Drastically with no Data Going Over Server.
- Deploying AI model at Client-Side with Tensorflow.js
- Artificial Neural Network Classification & Convolutional Neural Network
- Automated Data Collection & Labeling with Google Forms
- Scaling the Web-app to Chrome Extension.
- Automated Exercise Guidance Model.
- Monitoring Screen Time for Better Suggestions.
Python/Flask/Heroku
HTML5/CSS3/JavaScript/Bootstrap
Tensorflow.js / SkLearn / Movenet