The problem Optimistic Air solves
We are currently addressing the issue of depression, a mental health disorder characterized by persistent feelings of sadness or disinterest in activities over extended periods. To assist individuals dealing with depression, we've developed a comprehensive model.
Depression is a subject that many people find difficult to discuss openly, making it challenging for individuals to recognize whether they might be experiencing it. Our model aims to bridge this gap by offering a depression assessment test. This test incorporates both audio and video data, enabling users to gauge their level of depression effectively.
When users take the test, our system analyzes their responses, paying particular attention to the words they use. Based on the vocabulary employed, the system can identify potential signs of depression. Additionally, the backend of our system, primarily built with JavaScript and React libraries, captures users' emotional expressions and facial cues as they interact with the test, further contributing to the assessment of their depression level.
The generated score not only reflects an individual's depression level but also incorporates AI-generated suggestions for managing and addressing depression. This innovative approach represents a significant step forward in identifying potential signs of depression and promoting awareness about mental health.
Our future scope includes achieving more accurate results through the utilization of AI technologies for video and audio processing and comparing previous results of the user and showing improvement of the user .
Our business model is the Pro Membership. With this subscription, users will gain access to a valuable feature: the ability to view their previous results in intricate detail and compare their progress over time.
Challenges we ran into
We ran into the problem of using text recognition api as well as face api .
Discussion