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A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection
How do we learn an object detector that is invariant to occlusions and deformations? Our current solution is to use a data-driven strategy - collect large-scale datasets which have object instances under different conditions. The hope is that the final classifier can use these examples to learn invariances. But is …