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English(EN) InstantHMR : Real-Time Human Mesh Recovery on Your Phone

InstantHMR 在移动设备上实现实时 3D 人体网格恢复

研究人员开发了 InstantHMR,一个用于移动设备上实时 3D 人体网格恢复的开源系统。该系统基于 Momentum Human Rig (MHR) 参数化模型,并在公开可用的数据上进行训练。InstantHMR 与现有方法相比,实现了显著更快的推理时间,在三星 Galaxy S23 NPU 上每人运行 5.5 毫秒,在 NVIDIA RTX 4070 GPU 上运行 0.98 毫秒,同时保持了具有竞争力的准确性。 AI

影响 在移动设备上实现实时 3D 人体姿态估计,可能影响 AR/VR 和健身游戏应用。

排序理由 该项目描述了一个新的开源模型发布和计算机视觉的基准测试结果。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

InstantHMR 在移动设备上实现实时 3D 人体网格恢复

本文如何被排名

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18 / 100
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Newsworthiness bucket
Tool
该项目描述了一个新的开源模型发布和计算机视觉的基准测试结果。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release, product, infra
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High
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Breaking (< 6h)
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完整方法见我们的编辑标准。

报道来源 [1]

  1. arXiv cs.CV TIER_1 English(EN) · Mohamed Adjel (LAAS-GEPETTO), Kahina Chalabi (LAAS-GEPETTO), Vincent Bonnet (LAAS-GEPETTO) ·

    InstantHMR:手机上的实时人体网格恢复

    arXiv:2611.09195v1 Announce Type: new Abstract: Real-time 3D human mesh recovery from a single image on mobile devices is a challenging problem with many applications, including robotics, biomechanics, AR/VR, and exergames. Current state-of-the-art models are either too slow to r…