SAGE-10k nvidia

SAGE-10k SAGE-10k is a large-scale interactive indoor scene dataset featuring realistic layouts, generated by the agentic-driven pipeline introduced in "SAGE: Scalable Agentic 3D Scene Generation for Embodied AI". The dataset contains 10,000 diverse scenes spanning 50 room types and styles, along with 565K uniquely generated 3D objects. 🔑 Key Features SAGE-10k integrates a wide variety of scenes, and particularly, preserves small items… See the full description on the dataset page: https://huggingface.co/datasets/nvidia/SAGE-10k.

类型
dataset
许可
apache-2.0
语言
en
下载量
386,719
点赞
83
访问
public
文件
0

标签

  • 3D生成
  • 数据
  • 合成数据
  • 机器人数据
  • Agent

摘要

SAGE-10k 是一个面向具身AI的大规模交互式室内3D场景数据集,由"可扩展Agentic 3D场景生成"流水线(SAGE)自动生成,包含1万种多样化场景、覆盖50种房间类型和风格,以及56.5万个独特生成的3D物体。该数据集专为物理仿真器设计,可直接用于3D场景重建、场景理解、具身导航操作及视觉语言定位等任务,且场景即开即用无需二次处理。

README

--- license: apache-2.0 pretty_name: SAGE-10k size_categories: - 10K<n<100K task_categories: - text-to-3d language: - en tags: - Scene-Generation - Interactive-Scenes - Embodied-AI - Scene-Understanding - Robotics --- # SAGE-10k <p> <strong>SAGE-10k</strong> 是一个大规模交互式室内场景数据集,具有真实感的布局,由《SAGE: Scalab…

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