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New framework enables 3D animal reconstruction from single images

By PulseAugur Editorial · [1 sources] ·

Researchers have developed SAM 3D Animal, a novel framework for reconstructing 3D animal models from single images, even in complex scenes with multiple animals and occlusions. This system utilizes a promptable approach based on the SMAL+ parametric model, enhanced with keypoints and masks for improved disambiguation. To support this advancement, a new dataset called Herd3D was created, featuring over 5,000 images with diverse species and interaction patterns, leading to state-of-the-art results on various benchmarks. AI

IMPACT Advances 3D reconstruction capabilities, potentially impacting fields like animation, gaming, and scientific simulation.

RANK_REASON The cluster contains an academic paper detailing a new method and dataset for 3D animal reconstruction. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New framework enables 3D animal reconstruction from single images

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The cluster contains an academic paper detailing a new method and dataset for 3D animal reconstruction. [lever_c_demoted from research: ic=1 ai=1.0]
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154 days old
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COVERAGE [1]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild

    SAM 3D Animal enables multi-animal 3D reconstruction from single images using a promptable framework based on SMAL+ model with improved disambiguation through keypoints and masks.

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