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PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation [website]
Install diff-gaussian-rasterization at:https://github.com/graphdeco-inria/diff-gaussian-rasterization
conda create -n physdreamer pythonconda activate physdreamerpip install -r requirements.txtpython setup.py install
Download the scenes and optimized velocity and material fields from:https://huggingface.co/datasets/YunjinZhang/PhysDreamer/tree/main
Put folders of these scenes todata/physics_dreamer/xxx, e.g.data/physics_dreamer/carnations
Put pretrained models to./models.
Seedataset_dir andmodel_list ininference/configs/carnation.py to match the path of dataset and pretrained models.
cd projects/inferencebash run.shThis codebase used lots of source code from:
- https://github.com/graphdeco-inria/gaussian-splatting
- https://github.com/zeshunzong/warp-mpm
- https://github.com/PingchuanMa/NCLaw
We thank the authors of these projects.
@article{zhang2024physdreamer, title={{PhysDreamer}: Physics-Based Interaction with 3D Objects via Video Generation}, author={Tianyuan Zhang and Hong-Xing Yu and Rundi Wu and Brandon Y. Feng and Changxi Zheng and Noah Snavely and Jiajun Wu and William T. Freeman}, journal={arxiv}, year={2024}}