"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

August 09, 2022

AI Projects - Inspirations - Notes - Post 1 (10 Projects)

Project #1 - Generate NFT style images

Key observations

  • Generate images
  • Convex combination
  • Image denoising

  • Architecture

Project #2 - Emoji generation by text

Key observations

  • Emoji adoption on rising
  • Impact of Emoji

  • Architecture

Project #3 - Trading by breaking news

Key Observations

  • Collect headlines
  • Analyze and inform
  • Summary and Stock opinion
  • Bearish / Bullish



  • Keywords, similar articles


Project #4 - Vision powered cooking items

Key Observations

  • Use vision to map ingredients to the recipe
  • The key thing is vegetables, ingredients detection

Project #5 - Misinformation detection

Key Observations

  • Auto detect misinformation
  • Confirm or dispute info comparing sources


  • Prediction and Explanation of it

Project #6 - Edit audio by editing text

Key Observations

  • Audio corrections
  • Edit and remove and retain only needed items


Project #7 - Schedule power and reduce consumption

Key Observations

  • Reduce emissions / Track by activity
  • Retrain every hour
  • Hot swap models




Project #8 - Political bias detection

Key Observations

  • Informed in fairway
  • Classify biased news sources
  • Highlight bias in news sources
  • Polarity chrome extension to detect biases 
  • Highlight portions that attribute to bias


Project #9 _ Photoapp to summarize

Key Observations

  • Multiple instances of pics
  • Clusters images into sensible scene classes
  • Rank pics by the aesthetic quality
  • Clustering and quality assessment seamlessly


Project #10 - 911 operator assistant

Key Observations

  • Respond faster
  • NE, Emergency detection
  • Nearest Help
  • Google Maps API
  • Closest route



Stay Tuned for Part II from 1hr 20 mins

Keep Collecting inspiration!!!

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