I am using deep Residual Nets(CNN) and the datasets using are PascalVoc 2012(Real Images) and Shape Net(Synthetic Images).
Papers I am following:
1.Deep Single-View 3D Object Reconstruction with Visual Hull Embedding
2. 3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction,