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--- |
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license: other |
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license_name: license |
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license_link: LICENSE |
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language: |
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- en |
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tags: |
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- image-to-3d |
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--- |
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# SceneDreamer Model Card |
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<!-- Provide a quick summary of what the model is/does. --> |
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SceneDreamer learns to generate unbounded 3D scenes from in-the-wild 2D image collections. |
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Our method can synthesize diverse landscapes across different styles, with 3D consistency, well-defined depth, and free camera trajectory. |
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<tr> |
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<img src="./teaser.gif" width="100%"/> |
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</tr> |
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## Model Details |
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### Model Sources |
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<!-- Provide the basic links for the model. --> |
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- **Repository:** https://github.com/FrozenBurning/SceneDreamer |
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- **Paper:** https://arxiv.org/abs/2302.01330 |
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- **Demo:** https://huggingface.co/spaces/FrozenBurning/SceneDreamer |
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## Citation |
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<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. --> |
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**BibTeX:** |
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``` |
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@ARTICLE {chen2023sd, |
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author = {Z. Chen and G. Wang and Z. Liu}, |
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journal = {IEEE Transactions on Pattern Analysis & Machine Intelligence}, |
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title = {SceneDreamer: Unbounded 3D Scene Generation From 2D Image Collections}, |
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year = {2023}, |
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volume = {45}, |
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number = {12}, |
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issn = {1939-3539}, |
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pages = {15562-15576}, |
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keywords = {three-dimensional displays;solid modeling;semantics;cameras;training;rendering (computer graphics);geometry}, |
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doi = {10.1109/TPAMI.2023.3321857}, |
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publisher = {IEEE Computer Society}, |
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address = {Los Alamitos, CA, USA}, |
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month = {dec} |
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} |
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``` |
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## Model Card Contact |
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Zhaoxi Chen: zhaoxi001@ntu.edu.sg |
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