NutriCal

One touch Solution for Health and Fitness personnel that can track your calorie intake and provide you with customizable diet plans to improve your health!

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Inspiration

In today's world of meetings and deadlines, we often forget to take care of ourselves. We let our minds and bodies be squeezed, crushed and pushed to the breaking point to get our jobs done. And while doing this we dump ourselves with unhealthy food and in turn, it affects our health. We often dump ourselves with unhealthy food habits and in turn, it affects our health. People don’t have enough knowledge and awareness about food calories and nutrients. Also, they lack engagement in such programs for health awareness. I and my team had personal experience using multiple apps so we decided to make

What it does

=>Nutrical is an app that helps you log all your food calories intake and helps you manage your diet using our prediction models. =>It helps in creating your own customizable diet plan according to our recommended calorie intake. =>Our model consists of 5 different sections: • Dashboard • Calorie tracker (for intake tracking) • Water Intake (recommend and notify you about your water intake) • Meal planner (for customizable meal plans) • Fitness tracker (for steps, calories, sleep tracker):- • Workout sections (a simple guide to what the workout is for and how to do). • Sleep Tracker (for measuring and recommending your sleep track)

In short, our main solution - the calorie intake tracker is a 3-process model which consist of different modules. Also, if not possible to click a snap their user inputs are always available.

How I built it

Front-end: Flutter (dart) Backend: AWS APIs: Edaman (food selection) Tensorflow API (food detection)

Challenges I ran into

=> It was difficult to build a serverless application. => It was challenging to shift to TensorFlow 2.x with Object Detection API with many bugs around and conversion to tflite.

Accomplishments that I'm proud of

=> Besides all the problems we faced throughout we successfully created the app, we wished for. => We as a team came up with a very unique and simplified solution. => Managed time and remote working efficiently.

What I learned

=> I learned how to manage Remote working, time, pressure handling, teamwork.

What's next for NutriCal

=> Depth-Sensing Food and their volume prediction. => Workout instructions through GIFs or Online instructors. => Workout equipment rental service. => Customised feed for daily activities for engaging in activities with friends. => Continuous Streaks and rewards for active users according to their performance for more engagements. => Rewards, fitness games, quizzes Section for increasing engagement of users. => Sleep tracker.

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