A lot of people lose jobs because of things they post on social media. This tool will flag posts that are bad and help you filter your profile.
What it does
Scans Facebook and Twitter using apis to analyze the text in posts/tweets as well as images in tweets.
How we built it
This was built using the
flask web micro-framework for python. It uses the unofficial
facebook-sdk to access posts. The Facebook authentication flow was written manually. It uses
tweepy for tweet data and
nude.py for nude detection.
Challenges we ran into
We have to download each picture from twitter, analyze it, and then delete it.
Accomplishments that we're proud of
- Building the Facebook authentication flow
- Loading pages
- Custom Scrollfire
- Nude detection
What we learned
We learned how to use
What's next for Web Makeover
- Implement more efficient image recognition and more accurate sentiment analysis
- Improve web interface aesthetics
- Adding more forms of social media