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GitHub - facebookresearch/DensePose: A real-time …

[ densepose.org] [ arXiv] [ BibTeX] Dense human pose estimation aims at mapping all human pixels of an RGB image to the 3D surface of the human body. DensePose-RCNN is implemented in the Detectron framework …

Github.com

DA: 10 PA: 27 MOZ Rank: 37

DensePose - Meta Research | Meta Research

DensePose DensePose, is Facebook’s real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body. Research in human understanding aims primarily at localizing a sparse set of joints, like the wrists, or elbows of humans.

Research.facebook.com

DA: 21 PA: 21 MOZ Rank: 43

Google Colab

Https://github.com/tugstugi/dl-colab-notebooks/blob/master/notebooks/DensePose.ipynb

Colab.research.google.com

DA: 25 PA: 50 MOZ Rank: 100

DensePose - Data Science at UWM

Discipline Specific Open Source Software Catalog. Animation DensePose.

Uwm.edu

DA: 7 PA: 33 MOZ Rank: 43

DensePose: Dense Human Pose Estimation In The Wild …

Project page: http://densepose.orgPaper: https://arxiv.org/pdf/1802.00434.pdf

Youtube.com

DA: 15 PA: 6 MOZ Rank: 25

CVPR2022 人体姿态估计论文汇总与笔记(持续更新/4.26)

Rethinking Parsing Branch for Human Densepose Estimation; AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation; Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation; 编辑于 2022-04-26 19:52. CVPR2022 . 3D人体姿态估计. 赞同 16 6 条评论. 分享. 喜欢 收藏 申请转载. . 文章被以下专栏收录. 人体姿 …

Zhuanlan.zhihu.com

DA: 18 PA: 12 MOZ Rank: 35

Google Colab

Download SMPL for Python Users and unzip. Copy the file male template file 'models/basicModel_m_lbs_10_207_0_v1.0.0.pkl' to the data/DensePose/ folder. rename the file to 'smpl_model.pkl' or rename the string where it's commented below. If running this notebook using Google Colab, run the following cell to fetch the texture and UV values and ...

Colab.research.google.com

DA: 25 PA: 50 MOZ Rank: 44

Pose Estimation: The Ultimate Overview in 2022 - viso.ai

DensePose: This is a pose estimation technique that aims at mapping all human pixels of an RGB image to the 3D surface of the human body. DensePose can also be used for single and multiple pose estimation problems. TensorFlow Pose Estimation: Tensorflow Lite provides pose estimation with a lightweight ML model optimized for low-power edge devices.

Viso.ai

DA: 7 PA: 49 MOZ Rank: 63

A Guide to OpenPose in 2022 - viso.ai

Keypoint estimation human pose with OpenPose – Source What is OpenPose? OpenPose is a real-time multi-person human pose detection library that has for the first time shown the capability to jointly detect the human body, foot, hand, and facial keypoints on single images.

Viso.ai

DA: 7 PA: 24 MOZ Rank: 39

DensePose 开源了!利用它可轻松实现实时3D人体姿势识别!

大家可能还记得,今年2月Facebook发布的,人体姿势实时识别系统DensePose。. 现在,代码开源了。撒花。 100人也很轻松. DensePose,这项技术可以把2D图像,转换成3D人体模型,并已成功跻身今年CVPR的Oral环节。

Cloud.tencent.com

DA: 17 PA: 26 MOZ Rank: 52

SimPose: Effectively Learning DensePose and Surface Normals of …

Both DensePose-RCNN and Slim DensePose have been trained using real DensePose labels. Table 2. Ablation study of simulated data mixing ratio. Higher mixing ratio of simulated data is detrimental to model’s 2D tasks accuracy on MSCOCO and has diminishing returns for the 2.5D and 3D tasks on the Renderpeople validation set. Full size table . Table 3. …

Link.springer.com

DA: 17 PA: 37 MOZ Rank: 64

CISE - GitHub Pages

COCO-DensePose Dataset • They sample every part region with a set of roughly equidistant points obtained via k-means and request the annotators to bring these points in correspondence with the surface. • In order to simplify this task they ‘unfold’ the part surface by providing six pre-rendered views of the same body part and allow the user to place landmarks on any of them. …

Aisec-uf.github.io

DA: 18 PA: 21 MOZ Rank: 50

OpenPose 란? : 네이버 블로그

OpenPose ?-CVRR 2017년에 발표된 CMU(Carnegie Mellon Univ.)의 유명 딥러닝기반 OpenPose ...

M.blog.naver.com

DA: 16 PA: 21 MOZ Rank: 49

Slim DensePose: Thrifty Learning from Sparse Annotations and …

A key innovation of the DensePose work [12] was a new system to help human annotators to collect efficiently such data. Despite these innovations, the DensePose-COCO training dataset consists of 50k people instances, for which 5 million points had to be clicked manually. Needless to say, this required effort makes DensePose difficult to apply ...

Deepai.org

DA: 10 PA: 50 MOZ Rank: 37

DensePose:将2D图像像素映射到人体3D表面以实现高效姿态估计 …

DensePose:将2D图像像素映射到人体3D表面以实现高效姿态估计。标记可视化:图像(左)、U坐标(中)、V坐标(右)DensePose-RCNN有了数据集,之后就是建立一个可以预测密集像素之间对应关系的深层神经网络。DensePose-RCNN架构如上图所示,本身Mask-RCNN的RoiAlign前就有一个FCN,研究人员把它换成了我们 ...

Cloud.tencent.com

DA: 17 PA: 21 MOZ Rank: 52

六种人体姿态估计的深度学习模型和代码总结 - 知乎

DensePose. 创作这篇文章的初衷就来源于Facebook研究所的DensePose,上周,Facebook公布了这一框架的代码、模型和数据集,同时发布了DensePose-COCO,这是一个为了估计人类姿态的大型真实数据集,其中包括了对5万张COCO图像手动标注的由图像到表面的对应。这对深度学习研究者来说是非常详细的资源,它对 ...

Zhuanlan.zhihu.com

DA: 18 PA: 11 MOZ Rank: 44

DensePose - V7 Open Datasets

V7 is the 2021 CogX award for Best AI product in Healthcare. Orchestrating computer vision with Elixir at V7 - By José Valim, creator of Elixir

V7labs.com

DA: 14 PA: 24 MOZ Rank: 54

OpenPose: Main Page - GitHub Pages

OpenPose has represented the first real-time multi-person system to jointly detect human body, hand, facial, and foot keypoints (in total 135 keypoints) on single images.. It is authored by Ginés Hidalgo, Zhe Cao, Tomas Simon, Shih-En Wei, Yaadhav Raaj, Hanbyul Joo, and Yaser Sheikh.It is maintained by Ginés Hidalgo and Yaadhav Raaj.OpenPose would not be possible without …

Cmu-perceptual-computing-lab.github.io

DA: 38 PA: 23 MOZ Rank: 78

DensePose Alternatives and Reviews (Mar 2021)

The DensePose’s inference speed is not appropriate for real-time apps, and body mesh detections have insufficient accuracy for the fitting of 3D clothing items. In order to improve results, it’s required to collect more annotated data which is a time and resource-consuming task.

Libhunt.com

DA: 15 PA: 29 MOZ Rank: 62

DensePose 3D: Lifting Canonical Surface Maps of Articulated

We tackle the problem of monocular 3D reconstruction of articulated objects like humans and animals. We contribute DensePose 3D, a method that can learn such reconstructions in a weakly supervised fashion from 2D image annotations only. This is in stark contrast with previous deformable reconstruction methods that use parametric models such as ...

Deepai.org

DA: 10 PA: 50 MOZ Rank: 31

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