Nudity Detector

Inspiration

At first, We've all decided to share each person's opinion about what project we're going to do, Suyash was the person who suggested this and everyone agreed to continue with the same as our next step towards NudityDetector was unique(more about it later). The concept also seemed ethical because initially we thought of making it as all data type detector where hate speech can also be found and reported to the user, so here the user is give the at most importance.

What it does

This project basically requires a website url input from the user and then that will be sent to a web scrapping algorithm which takes all the images inside the website and then downloads it. After which the main part of this project the Computer Vision algorithm which detects ant NSFW content according to how we trained the model.

How we built it

We built this app using FastAPI so whenever we require to expand our application it will be useful, and then we used bs4(beautifulSoup) for web-scrapping since it is light weight and gets the purpose full filled , and then finally we used nudenet's api, made our NSFW classifier using that.

Challenges we ran into

The major challenges we ran into was separating the work among our teammates as each one of us had a very diverse knowledge in technology, so it was not easy to bring it all together so some people had less amount of work to do, but they got to learn something new while doing so.

Accomplishments that we're proud of

The accomplishments that we are proud of is that even though we had a tough time dividing the work, everyone in the team has given some inputs which made us complete the project and submit in this Devpost or it would've been just an idea. Plus we've got to learn something new each day.

What we learned

We actually took advantage of the workshops held by the mentors, by utilizing the resources given to us at the end of each workshop and look into some tutorials on how for example : creating forms on FastAPI works and using some of the python functions.

What's next for Nudity Detector

The next thing for Nudity Detector is the exciting part, as I've said before, making a browser extension with our same principles of preventing people away from such content and we've actually made a simple structure of how our extension looks and our man-icon saves the people from NSFW content...