TencentARC / FreeSplatter

huggingface.co
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Model's Last Updated: 12月 19 2024
image-to-3d

Introduction of FreeSplatter

Model Details of FreeSplatter

FreeSplatter

Model card for FreeSplatter: Pose-free Gaussian Splatting for Sparse-view 3D Reconstruction .

Project page: https://bluestyle97.github.io/projects/freesplatter/

Github: https://github.com/TencentARC/FreeSplatter

Arxiv: https://arxiv.org/abs/2412.09573

Existing sparse-view reconstruction models heavily rely on accurate known camera poses. However, deriving camera extrinsics and intrinsics from sparse-view images presents significant challenges. In this work, we present FreeSplatter, a highly scalable, feed-forward reconstruction framework capable of generating high-quality 3D Gaussians from uncalibrated sparse-view images and recovering their camera parameters in mere seconds. FreeSplatter is built upon a streamlined transformer architecture, comprising sequential self-attention blocks that facilitate information exchange among multi-view image tokens and decode them into pixel-wise 3D Gaussian primitives. The predicted Gaussian primitives are situated in a unified reference frame, allowing for high-fidelity 3D modeling and instant camera parameter estimation using off-the-shelf solvers. To cater to both object-centric and scene-level reconstruction, we train two model variants of FreeSplatter on extensive datasets. In both scenarios, FreeSplatter outperforms state-of-the-art baselines in terms of reconstruction quality and pose estimation accuracy. Furthermore, we showcase FreeSplatter's potential in enhancing the productivity of downstream applications, such as text/image-to-3D content creation.

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More Information About FreeSplatter huggingface.co Model

More FreeSplatter license Visit here:

https://choosealicense.com/licenses/apache-2.0

FreeSplatter huggingface.co

FreeSplatter huggingface.co is an AI model on huggingface.co that provides FreeSplatter's model effect (), which can be used instantly with this TencentARC FreeSplatter model. huggingface.co supports a free trial of the FreeSplatter model, and also provides paid use of the FreeSplatter. Support call FreeSplatter model through api, including Node.js, Python, http.

TencentARC FreeSplatter online free

FreeSplatter huggingface.co is an online trial and call api platform, which integrates FreeSplatter's modeling effects, including api services, and provides a free online trial of FreeSplatter, you can try FreeSplatter online for free by clicking the link below.

TencentARC FreeSplatter online free url in huggingface.co:

https://huggingface.co/TencentARC/FreeSplatter

FreeSplatter install

FreeSplatter is an open source model from GitHub that offers a free installation service, and any user can find FreeSplatter on GitHub to install. At the same time, huggingface.co provides the effect of FreeSplatter install, users can directly use FreeSplatter installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

FreeSplatter install url in huggingface.co:

https://huggingface.co/TencentARC/FreeSplatter

Url of FreeSplatter

FreeSplatter huggingface.co Url

Provider of FreeSplatter huggingface.co

TencentARC
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huggingface.co

Create photos, paintings and avatars for anyone in any style within seconds.

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