Pseudo-code
Input image preprocessing
Compute inscribed square
Resize image to OverFeat network input
Compute Universal 4096 Deep Features (OverFeat features) and normalize feature vector
Do either:
Training time: train a linear SVM
Test time: run trained linear SVM
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