Pixel-Semantic-Revising-of-Position-One-Stage-Object-Detector-with-Shared-Encoder-Decoder ICONIP code #resnet50: to build fpns(fpns.py) #We use giou loss to train our method, and we propose a shared encoder-decoder with different attention mechanisms.