Annie Carlson aecarlso

CS 143 / Project 3 / Scene Recognition with Bag of Words

I implemented 2 different image representations -- tiny images and bags of SIFT features -- and 2 different classification techniques -- nearest neighbor and linear SVM. What follows are details on implementation and performance:

1. Tiny images representation and nearest neighbor classifier
2. Bag of SIFT representation and nearest neighbor classifier
3. Bag of SIFT representation and linear SVM classifier