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Unsupervised scene decomposition into objects

Primary LanguagePython

Unsupervised scene decomposition

Unsupervised decomposition of scene into 2 objects and background. Uses multiview 3D cue that objects transform separately when moving from one view to another.

Model architecture:

  • CSWM style encoder
  • GNN transition model to change viewpoint
  • Broadcast decoder

Setup

conda env create -f environment.yml