google-dsc-dmce / talktribe-hacktoberfest-2023 Goto Github PK

The Login and register forms don't look that great. Let's Change this!

Each message shall have a report button. onclick- expending into a box specifing a list of reasons why the message is to be reported.

A Model for inappropriate texts identification is required

an model for spam detection already exists. however the model does not identify cuss words or any other imappropriate messages. A ML model is expected based on any algorithm suitable that has highest accuracy.

Topics Page Required

The home page has a topics section, it is expected that after clicking on more a similar page shall open where the user can look for all the available topics.
After selecting a topic the user shall be redirected to that perticular query.

More Efficient Ideas are accepted.

Search Bar does not accept queries.

After Query-

An ML model already exists for identifying spam messages sent by the user. the algorithm used is naive bayes- 86% Accuracy. A more powerfull ML model is required with better accuracy.

Create a report button to identify spam/inappropriate messages manually.

While the model tries to identify spam and inappropriate messages, sometimes its accuracy might fall short. In such conditions rest of the participants must be able to report such users. A report button shall be added near each message. each report shall have a specific reason passed along with the message reported to the machine learning model/models. based on the reason why the message was reported, ML model shall be trained on the new data so that such thing shall not occur in the future.