Real2CAD-3DV

Shape Matching of Real 3D Object Data to Synthetic 3D CADs (3DV project @ ETHZ)

Group Member: Yue Pan, Yuanwen Yue, Bingxin Ke, Yujie He

Supervisor: Dr. Iro Armeni, Shengyu Huang

report | presentation | demo

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Data preparation and preprocessing

TBA

How to use

1. Train the model, monitor it via wandb

cd ./src
# configure the path and parameters in train_scannet.sh 
bash train_scannet.sh 

2. Evaluate the model on ScanNet or 2D3DS dataset

# configure the path and parameters in eval_xxx.sh
bash eval_scannet.sh
bash eval_2d3ds.sh

Related Projects

We thanks greatly for the following projects for the backbone and the datasets.

• Scan2CAD
• JointEmbedding
• ShapeNet
• ScanNet
• 2D3DS