Object detection, 3D detection, and pose estimation using center point detection:
Objects as Points, Xingyi Zhou, Dequan Wang, Philipp Krähenbühl, arXiv technical report (arXiv 1904.07850)
The reference centernet code makes my eyes bleed 
This fork was made to make it more interpretable by humans.