Computer Vision Outtakes

I call my newest invention "The Smile-O-Tron 5k".

 

And here is what you do: Train you system (eigenfaces) on smiling people, then take an image with serious faces, find them, project them into face space and back, and tadaa: They are smiling! Happy days!

 

Below you can see the reconstruction error near the actual faces.

Done