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# Assembler: Scalable 3D Part Assembly via Anchor Point Diffusion
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<a href="https://assembler3d.github.io/"><img src="https://img.shields.io/
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**[Wang Zhao<sup>1</sup>](https://thuzhaowang.github.io), [Yan-Pei Cao<sup>2</sup>](https://yanpei.me/), [Jiale Xu<sup>1</sup>](https://bluestyle97.github.io/), [Yuejiang Dong<sup>1,3</sup>](https://scholar.google.com.hk/citations?user=0i7bPj8AAAAJ&hl=zh-CN), [Ying Shan<sup>1</sup>](https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=en)**
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python ./scripts/demo.py --config ./configs/demo/demo.yaml --input_dir ./examples/4ef447cbb4a72f0a0e5941c9073c4baa0babd3f93ec55d62b040915f8bf3f49c --output_dir ./outputs/4ef447
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```
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This script runs for example data inside `./examples` from Toys4k dataset. You could use your own data to assemble. Put all the part meshes (in GLB format) and reference image (in PNG format) into a single folder, and set the `input_dir` argument to that folder.
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```
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<p align="center">
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# Assembler: Scalable 3D Part Assembly via Anchor Point Diffusion
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</p>
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<div align="center">
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<a href="https://assembler3d.github.io/"><img src="https://img.shields.io/badge/Project-Page-blue"></a>
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<a href="https://arxiv.org/abs/2506.17074"><img src="https://img.shields.io/badge/ArXiv-2506.17074-red"></a>
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<a href="https://github.com/assembler3d/assembler3d.git"><img src="https://img.shields.io/badge/Code-Github-green"></a>
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<br>
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**[Wang Zhao<sup>1</sup>](https://thuzhaowang.github.io), [Yan-Pei Cao<sup>2</sup>](https://yanpei.me/), [Jiale Xu<sup>1</sup>](https://bluestyle97.github.io/), [Yuejiang Dong<sup>1,3</sup>](https://scholar.google.com.hk/citations?user=0i7bPj8AAAAJ&hl=zh-CN), [Ying Shan<sup>1</sup>](https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=en)**
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python ./scripts/demo.py --config ./configs/demo/demo.yaml --input_dir ./examples/4ef447cbb4a72f0a0e5941c9073c4baa0babd3f93ec55d62b040915f8bf3f49c --output_dir ./outputs/4ef447
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```
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This script runs for example data inside `./examples` from Toys4k dataset. You could use your own data to assemble. Put all the part meshes (in GLB format) and reference image (in PNG format) into a single folder, and set the `input_dir` argument to that folder.
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