To safeguard younger users aged 10-18 primarily in middle school and high school to safeguard from negative comments, trolls, hate speech. Impacting a positive well being for the user while educating the user on different speech dynamics.
What it does
This Chrome extension analyzes web-based platform's text notifications using Google Cloud Natural Language API and passes comments based on the identified sentiment. Based on the sentiment of the text, Samura returns a customized response mirroring the identified sentiment.
How we built it
We started of with a potential tech-stack and then started adding major components. Using Google Cloud Natural Language API with Python, then integrating that with the HTML code used for the extension.
Challenges we ran into
Our team had multiple first-time hackers as well as multiple freshman Computer Science students. Together, we had to do lots of research in order to learn the Google Cloud API and how to write code in HTML, Integrate the back-end and front end which were essential to the success of this project.
Accomplishments that we're proud of
We are proud of our teamwork and how much we have learned in the past 24 hours. We were learning as we were practicing different aspects of a project from the communication of API's to integration of UX screens made on XD to our front end.
What we learned
In addition to improving our technical skills by learning Google Cloud API and HTML (something that none of us have used before), we also gained valuable experience regarding participation in Hackathons.
What's next for HateSpeechInspector
Try to integrate the extension with live notifications while generating comments that help users to understand the importance of standing up for themselves in cases of hate speech and online bullies.