Dec 1, 2024 · A key insight of AniMer is its integration of a high-capacity Transformer-based backbone and an animal family supervised contrastive learning scheme, unifying the discriminative …

To address these limitations, we introduce AniMer+, an extended version of our scalable AniMer framework. In this paper, we focus on a unified approach for reconstructing mammals (mammalia) …

AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer Arxiv | Project Page | Hugging Face Demo

AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer Project page: https://luoxue-star.github.io/AniMer_project_page/ Steps for Use Input: Select an example image or …

ted multi-species dataset leave this problem underexplored. To this end, this paper presents AniMer to estimate animal pose and shape using Trans-former, enhancing the reconstruction accuracy of …

Although AniMer demonstrates strong robustness, it can fail in certain scenar-ios. For example, large-scale occlusion (first row), extreme poses (second row) and excessively blurred images (third row) …

A key insight of AniMer is its integration of a high-capacity Transformer-based backbone and an animal family supervised contrastive learning scheme, unifying the discriminative understanding of various …

title = {AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer}, author = {Lyu, Jin and Zhu, Tianyi and Gu, Yi and Lin, Li and Cheng, Pujin and Liu, Yebin and Tang, Xiaoying and An, …

Dec 1, 2024 · AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer ... Jin Lyu , Tianyi Zhu , Yi Gu ,

Aug 1, 2025 · To address these limitations, we introduce AniMer+, an extended version of our scalable AniMer framework. In this paper, we focus on a unified approach for reconstructing mammals …