Our project is aimed at overcoming the given challenge by providing fast and reliable information when it comes to one’s most important need, that is healthcare. Young adults have experienced a number of pandemic-related consequences that may contribute to poor mental health and increased stress level. During the pandemic, a larger than average share of young adults (ages 18-24) report symptoms of anxiety and/or stress(56%). Compared to all adults, young adults are more likely to report substance use (25% vs. 13%). Prior to the pandemic, young adults were already at high risk of poor mental health and substance use disorder, though many did not receive treatment
What it does
This app promises you to feel a more balanced and more joyful life. The greatest weapon against stress is our ability to choose one thought over another. This app is primarily designed for the people who are having stress, maybe due to work or due to family reasons or due to anything and for the people having OCD problems and want to overcome their problems.
STRESS may be good or bad depending on the situation. But "Too much of anything is bad". People mainly suffer from three types of stress: acute stress. OCD is not your fault and you don't have to deal with it alone. OCD is a treatable illness, even when it feels severe. Our app classifies your mood out of these levels of stress and we will work together to overcome them. Start your journey with us!!
How we built it
PHASE 1 Collecting datasets for Machine Learning models and developing Home Page. : PHASE 2 Machine Learning Model Development and developing 3 more features. : PHASE 3 Developing user interface and backend framework. : PHASE 4 Deploying model to web application.
Challenges we ran into
Algorithm is not 100% accurate but I have tried the best by applying hyperparameter optimization on multiple algorithms and features.
Accomplishments that we're proud of
This idea is so much needed in the era of lockdown and work from home culture that people almost forget their personal space, which is the leading cause of stress. For that to overcome this app is built.
What's next for SoulHeal
- To improve the accuracy
- Chat support to find out nearby people who are likewise or want to voluntarily support.
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