FIT-FOR-ALL

Though covid helped us realize that health is the most important thing we have, If a person suffer illness it effects his household catastrophically. We aim to add a BMI tracker based on ML so it could track your BMI and tell you how you should consume your food and workout. And if your BMI is not good then immediately an appointment is set with a dietician to guide the individual to lead a healthy life.We also aim at adding a feature where the site would detect the location and display it in the native language of the user and also add a feature where it would use the loaction to find the doctors or dieticians available near them.

What it does

The Fit For ALL provide you a smart calorie prediction using ML which predicts the amount of calories burned during the workout in real time along with how much calories you consumed. It also prove a smart BMI calculator through which you can calculate your BMI and also suggest you proper diet, and calories according to your BMI and you can also made it easier for you to book an appoinrment. The platform has a smart chatbot for your assistant and also available in multiple langusges.

Demo Video

The demo vide can be viewed from here

How we built it

• React Js
• Tensorflow
• Styled Components
• Material UI

Challenges we ran into

The most challenging part for us was to make us of machine learning through tensorflow because we want to learn about tensorflow and machine learning and when we researched about it we think of what if we help people by giving a platform where they dont have to go outside or join some gym during this pandemic instead people can be disciplined and healthy staying at home.

Accomplishments that we're proud of

• Know how much Calorie Burned
• Know how much Calorie you consumed
• Smart BMI calculator
• Smart Chatbot
• Available in multiple languages
• Easy search and appointment with doctor

What we learned

• Use of Teansorflow
• Using Google Teachable Machine
• Training the data

What's next for Fit For All

• Smart BMI calculator using you user full body image and calculating his/her BMI
• Diet recommendation according to calorie burned
• Required amount of calorie to be burned according to food consumed
• One-to-one session with dietitian

Some glimps of our site

Smart Calorie tracker Smart BMI Calculator Easy search and appointment with doctor Smart Chatbot Home page

Installing and Running

From the project folder, run these commands in console (terminal) to install dependencies and run the app:

1. npm install
2. npm start