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README.md

Deep Part Induction from Articulated Object Pairs

To Get Start

Download training and validation data from

https://shapenet.cs.stanford.edu/ericyi/data_partmob.zip

Compile the PointNet++ code in "pointnet2"

Train the corrspondence proposal and the flow module through

python train.py --stage 1

Train the hypothesis generation and the verification submodule through

python train.py --stage 2

Train the hypothesis selection submodule through

python train.py --stage 3

Evaluate the model through

python evaluation.py

You can also download the pretrained model from the following link:

https://shapenet.cs.stanford.edu/ericyi/pretrained_model_partmob.zip