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TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos

Python 388 39 Updated May 16, 2025

https://huyenchip.com/ml-interviews-book/

HTML 3,708 574 Updated Mar 21, 2025

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Jupyter Notebook 4,269 522 Updated Feb 12, 2025

SMPLitex – Official implementation

Python 108 8 Updated Feb 7, 2024
Python 78 3 Updated Feb 15, 2025

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Jupyter Notebook 38,601 6,121 Updated Aug 18, 2024

Learn how to create, develop, and maintain a state-of-the-art MLOps code base

Just 526 80 Updated Mar 15, 2025

ScoreHMR: Score-Guided Diffusion for 3D Human Recovery (CVPR 2024)

Python 422 27 Updated May 24, 2024

Smplify-X implementation. (2025. 04. 07 No Error & Recent version)

Python 33 4 Updated Apr 7, 2025

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

Python 1,900 351 Updated Feb 23, 2024
Python 102 13 Updated Dec 2, 2020

Official repo for paper "Structured 3D Latents for Scalable and Versatile 3D Generation" (CVPR'25 Spotlight).

Python 9,514 793 Updated May 14, 2025

Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]

Python 1,422 233 Updated Nov 14, 2024

AI实战-practicalAI 中文版

Jupyter Notebook 5,051 1,117 Updated Dec 31, 2023

[ECCV 2024] Official Code for "WHAC: World-grounded Humans and Cameras"

Python 118 1 Updated Apr 11, 2025

[NeurIPS 2023] Official Code for "SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation"

Python 1,105 78 Updated Apr 12, 2025

[CVPR 2023] Official implementation of the paper "One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer"

Python 720 60 Updated Aug 26, 2024
Jupyter Notebook 2 Updated Apr 16, 2025

[ECCV 2024] Official implementation of the paper "GS2Mesh: Surface Reconstruction from Gaussian Splatting via Novel Stereo Views"

Python 246 15 Updated Nov 7, 2024

[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

Python 1,639 218 Updated Nov 23, 2023

OpenXRLab Synthetic Data Rendering Toolbox

Python 274 19 Updated Mar 28, 2025

[Arxiv-2024] MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Python 318 10 Updated Sep 8, 2024

[NeurIPS 2024] Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation

Python 285 9 Updated Mar 28, 2025

Official code for "SMPLest-X: Ultimate Scaling for Expressive Human Pose and Shape Estimation"

Python 117 6 Updated Apr 11, 2025
102 6 Updated Feb 13, 2025

[ICLR2025] Nonrigid registration, Unsupervised optimization

Python 22 Updated Apr 6, 2025

The repository contains the official implementation of "DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery", CVPR 2024

Python 42 1 Updated Jun 4, 2024

Research code for CVPR 2021 paper "End-to-End Human Pose and Mesh Reconstruction with Transformers"

Python 621 95 Updated Jul 6, 2023

A generative world for general-purpose robotics & embodied AI learning.

Python 25,079 2,235 Updated May 21, 2025

Bone and Tissue inference wrapper

Python 11 Updated Nov 7, 2024
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