Implementation of the paper Adapting Object Detectors from Images toWeakly Labeled Videos.
The first step of our approach is to generate a shortlist of object proposals from source and target images. We use the edge boxes algorithm for generating the object proposals. Let K be the number of object proposals generated on the image. We represent each proposal as a 4096-dimensional CNN feature vector.