Problem: Student mental health is deteriorating, with schools struggling to identify issues like anxiety and depression, leading to negative academic outcomes. Traditional counseling resources are often inadequate. Mark
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How do you plan to deliver your product? via an mobile app or a software for teachers to monitor? How??
Software in school labs. And its not for monitoring.
Great idea tbh. (Extremely excited to see in Market) The real problem comes where to get the training data set. You know, most AI/ML start-up ideas are too good to be true, and often keep a side eye when comes to production and remain as a idea itself due to lack of data set. You could use regression models or reinforcement learning techniques with help of medical advisory (psychiatrist etc..) You know the best part is ?: You could identify the bad brains at young age and stop them from growing to worste. (Imagine a scenario of a kid being inclined towards harsh things to get what he needs. He would think that that's the right way to get what he needs.) by this we can overcome this problem. Really excited to see you build 👏. All the best.
Glad. Yes a lot of pre work has to be done and collect data manually. All the best 👍
Thanks for your inputs 😀 Agree on the train dataset part but to build quality models, sometimes quality data has to be collected manually.Garbage in garbage out. There might be a cold start problem here for personalisation. Still we can get our hands on lots of general data like personality types etc already usable in some or other form to start with. It will be a complex model with multi ensembling and finetuning. And ofcourse, domain expert is indispensable for the development. You caught a really nice use case. There are quite a few applications I plan to use the holisitc reports for.
It's great project really needed for the students who mental health affected due to some personal reasons and study reasons. Have you implemented this or its just a initiative?
It is in ideation phase currently
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