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Recognizing Key Facial Points
Transcript of Recognizing Key Facial Points
Identify the location of key facial features in an image
Convolutional Neural Net
This was a fun ride :)
Histogram of Oriented Gradients
Theano + Lasagne
Region Adjacency Graph
Significant improvements in execution and memory with careful data typing
Preprocessing improvements with SOME of the models (i.e. Logistic Regression)
Complex models (CNN) beyond our resource ability
+ Exploit model dependence
+ Focus on simple preprocessors