?The increase in non-communicable diseases among the non-elderly around the world is doubly alarming for countries like Pakistan with a youthful demography. Most of the problems stem from unhealthy diets, sedentary lives and, as always, a lack of information? Pakista
FitVisor
Project Summary:“The increase in non-communicable diseases among the non-elderly around the world is doubly alarming for countries like Pakistan with a youthful demography. Most of the problems stem from unhealthy diets, sedentary lives and, as always, a lack of information”
Pakistan is among those countries where people are least concerned with their health. Many people suffer from non-communicative diseases (NCD) due to the unhealthy lifestyle of Pakistan. According to the World Health Organization, NCDs kill 41 million people each year. That's equivalent to 71 percent of all deaths globally. Of these, 15 million are premature deaths of people aged between 30 and 69.
“The four lifestyle factors strongly associated with NCDs include diet, lack of physical activity, alcohol intake and tobacco consumption.”
It’s an alarming condition of the health of Pakistan’s youth. It’s a time to take initiative to save our youngster and every Pakistani from unhealthy lifestyle. The idea we are proposing to take our Pakistanis out of unhealthy and hazardous lifestyle revolve around first two main factors of lifestyle associated with NCDs out of four, diet and physical activity.
Our project idea aims at developing an application for improving the health of the users suffering from various diseases by recommending them healthier diet and exercise plans by analyzing and monitoring health parameters and the values from their latest reports related to the diseases and deficiencies like diabetes, obesity, blood pressure and calcium deficiency. The application will also provide a platform where the users can consult to dietitians and fitness trainers on one platform.
Our application will also provide the feature for the one who want to stay healthy and are not suffering from any disease. They can eat healthy by balancing their calories through calorie counter and can log meal with just one touch. Users can also use our application if they want to lose their weight with proper tracking of calories on the basis of their target weight and can also find healthy recipes with whatever veggies or meat, they have on hand using customized recipe feature. Users can also follow exercise sessions with augmented 3D models and can get practical guide to Islamic foods and healthy eating to stay fit.
Project Objectives:The FitVisor project will meet the following objectives:
Project Implementation Method:In the proposed system firstly, we’ll make datasets from internet and nutritionists/doctors for diet plans, exercises and meal log. And do the data analysis, MYSQL is used as database platform. Then for the development of web application we’ll use Java language for backend, HTML, CSS and Javascript will be used for frontend. Machine Learning technique is incorporated in the system using different algorithms for the recommendation of diet and exercise plans. C4.5 or Random Forest algorithm are going to be used and selection of an ideal algorithm will be based on their accuracy and performances. Then for building 3d models for exercise plans graphics card will be embedded within the system for high quality graphics. Afterwards development of mobile application will take place that will be integrated/ synchronized with web application for better user experience.
Benefits of the Project:Upon the completion of this project, the following benefits will accrue.
Technical Details of the Final Deliverable:The technical details of the final deliverables are listed below:
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Asus TUF Gaming GeForce GTX 1650 4GB GDDR6 Graphics Card | Equipment | 1 | 70000 | 70000 |
| Domain hosting, Printing and Publication Overhead | Miscellaneous | 1 | 10000 | 10000 |
| Total in (Rs) | 80000 |
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