Found 20 repositories(showing 20)
bmartacho
We propose UniPose, a unified framework for human pose estimation, based on our “Waterfall” Atrous Spatial Pooling architecture, that achieves state-of-art-results on several pose estimation metrics. Current pose estimation methods utilizing standard CNN architectures heavily rely on statistical postprocessing or predefined anchor poses for joint localization. UniPose incorporates contextual seg- mentation and joint localization to estimate the human pose in a single stage, with high accuracy, without relying on statistical postprocessing methods. The Waterfall module in UniPose leverages the efficiency of progressive filter- ing in the cascade architecture, while maintaining multi- scale fields-of-view comparable to spatial pyramid config- urations. Additionally, our method is extended to UniPose- LSTM for multi-frame processing and achieves state-of-the- art results for temporal pose estimation in Video. Our re- sults on multiple datasets demonstrate that UniPose, with a ResNet backbone and Waterfall module, is a robust and efficient architecture for pose estimation obtaining state-of- the-art results in single person pose detection for both sin- gle images and videos.
VIPL-VISMOD
[CVPR 2025] UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing
Gennadiyev
Deep-learning based pose estimation that unifies humans and all four-legged animals.
lrakla
In this project we aim to integrate unipose (an approach for single person pose estimation) with DARK to improve the prediction accuracy. We do this on the LSP Dataset
Sanjay-Ganeshan
Put That On / UniPose - 6.835 Final Project
liyiheng23
No description available
programmersA4
pose classifier
yangyucheng000
No description available
ivenos
Minimalist tool to standardize compose.yaml files.
LvanAI
No description available
pragyasharma123
No description available
programmersA4
No description available
Lin-Shy
No description available
slakop
No description available
Ascend-Huawei
No description available
manleyroberts
No description available
sriveenac
ECE285: Visual Learning Final Project with Gokulakrishnan Candassamy
Yebin46
use UniPose to detect cow keypoints
surendirabalaji
No description available
April-Zhangjq
A Geometry-Aware Graphormer3D-Based Scoring Model for Protein-Ligand Pose Assessment and Refinement
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