Sam 3D:用于现实世界图像的强大3D重建。
Sam 3D: Powerful 3D Reconstruction for Physical World Images

原始链接: https://ai.meta.com/blog/sam-3d/?_fb_noscript=1

Meta 发布了 SAM 3D,一套新的 AI 模型,能够将 2D 图像转换为对物体、场景和人体的详细 3D 重建。这包括 SAM 3D Objects 和 SAM 3D Body,两者均达到了最先进的性能。 Meta 同时分享了检查点、推理代码,以及即将推出的 SA-3DAO 数据集——一个用于逼真 3D 重建的全新挑战性基准。可访问性是关键,Meta 启动了“Segment Anything Playground”,允许任何人轻松地试验这些模型,并从自己的图像生成 3D 重建。 此次发布还包括 SAM 3,一个更新的基础模型,用于改进图像和视频理解。这些进步已经集成到 Meta 产品中,例如 Facebook Marketplace 的“在房间中查看”功能,并旨在促进研究、创意项目和交互式应用方面的创新。

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原文

This release marks a significant step forward in leveraging large scale real-world data to address the complexity and richness of the physical world. With SAM 3D, we’re introducing two new models: SAM 3D Objects, which enables object and scene reconstruction, and SAM 3D Body, which focuses on human body and shape estimation. Both models deliver robust, state-of-the-art performance, transforming static 2D images into detailed 3D reconstructions.

As part of this release, we're sharing SAM 3D model checkpoints and inference code. Coming soon, we look forward to also sharing our new SAM 3D Artist Objects (SA-3DAO) dataset for visually grounded 3D reconstruction in real world images. This novel evaluation dataset features a diverse array of paired images and object meshes, offering a level of realism and challenge that surpasses existing 3D benchmarks.

To make these advancements widely accessible, we’re introducing Segment Anything Playground, the simplest way for anyone to experiment with our state-of-the-art models for media modification. Anyone can upload their own images, select humans and objects, generate detailed 3D reconstructions, and explore the full range of features offered by our new models. The Playground also includes SAM 3, our latest foundation model that advances understanding across image and video understanding. More information about this release can be found in the SAM 3 blog post.

At Meta, we’re using these advancements in our products. SAM 3D and SAM 3 are enabling the new View in Room feature on Facebook Marketplace, helping people visualize the style and fit of home decor items in their spaces before purchasing. By broadening access to these models, we hope to inspire new possibilities for everyone — including creative projects, research, and interactive applications.

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