Let's Dive into it!

You must grant camera access to try it.
It does not steal your information.

BEGIN BY MAINTAINING GOOD POSTURE BEFORE START!

Problem Statement

People tend to ignore their sitting posture as their workload increases and they spend more time in front of a computer trying to figure out the perfect solution to the problem at hand. Slouching, leaning, and tilting become unconscious habits that lead to poor physique and body condition over time. If left untreated, it can cause severe back pain, joint locking, breathing difficulties, spinal cord bone wear, and a slew of other issues. However, when we are completely focused on our work, these things tend to slip our minds.

Solution

Looking at this issue that we, as working members of our society, have encountered, we decided to create an application that can alert our users whenever their posture deviates from their ideal stance. "Fix It Up" is a responsive web application that puts this concept into action using machine learning and deep AI.

How it Works?

We used the TensorFlow.js PoseNet model, which tracks body parts and returns their positions in the form of (x, y) coordinates. We chose to ask the user to maintain proper posture and position their eyes and shoulders. Then, at regular intervals (1 – 2 seconds), the model checks for new positions and compares them to the first positions. It also detect arms and legs if they are visible to the camera.

CREATOR: CTRL+ALT+ELITE

How Does this works?

Let's Dive into it!

Problem Statement

Solution

How it Works?