Efficient Selective Context Network for Accurate Object Detection

Single-stage detectors have gained great attention due to their high detection accuracy and real-time speed. To detect multi-scale objects, single-stage detectors make scale-aware predictions based on multiple pyramid layers. However, the insufficient context exploration in shallow pyramid layers leads to the detection accuracy of small objects being far from satisfactory. To tackle this problem, ...