we've gotten really good at bending these past couple of months

Made @ Hack the North 2020++

Runs the app in the development mode.
Open http://localhost:3000 to view it in the browser.

1. Calibrate your start position (stay still with good posture for 10 frames!)
2. Tracking dots will appear on your screen. After calibration, they will stay in your "optimal" position
3. Whenever you stray too far from your initial position, after a brief delay the model will highlight the affected body part

Too far, bad posture

Too close, good posture

Too close, bad posture

• Detect changes in posture
• Displays whether the user is too far, neutral, or too close to the screen
• All in the browser to preserve user privacy
  • No pose data ever leaves the user's computer

• Tensorflow.js (posenet model)
• React.js
• Chakra UI
• Electron.js