Inspiration

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 git, html, css, python, and jquery

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
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