3.3.ClassificationAt test time we apply the network to each of the (ap- proximately) 500 overlapping multi-scale patches extracted from the test image. Examples of patch scores visualized over entire images are shown in Figures 1 and 5. We use the following aggregation formula to compute the overall score for object Cn in the image