21 open-source projects similar to vegetebird/mhformer, ranked by shared indexed features. Tags may describe platforms or build tools rather than the same primary purpose. Check each project’s use case, license, and deployment requirements before treating it as a replacement.
pifuhd is a 3D human reconstruction framework that generates high-resolution 3D meshes of people from a single 2D image. It utilizes pixel-aligned implicit functions to map image pixels to 3D space, predicting surface occupancy and distance to create detailed geometry. The system includes a pipeline for creating digital human assets, moving from 2D image feature projection to the extraction of discrete triangular meshes. It features specialized tools for refining these models, including a post-processor that removes geometric artifacts by isolating the largest connected component of the mesh.
Grounded-Segment-Anything is a suite of specialized tools for multimodal visual analysis, text-based segmentation, and generative image editing. It integrates text-to-bounding-box detection and high-precision image segmentation masks to function as a text-based image segmenter and an automated visual labeling tool. The project enables text-driven image editing by identifying objects through natural language to perform inpainting and element replacement. It further extends visual analysis into three dimensions, allowing for 3D human reconstruction and the generation of 3D bounding boxes from t
| ROMP | BEV | TRACE | | :---: | :---: | :---: | | Monocular, One-stage, Regression of Multiple 3D People (ICCV21) | Putting People in their Place: Monocular Regression of 3D People in Depth (CVPR2022) | TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments (CVPR2023)…
Code repository for the paper "Tracking People with 3D Representations". \ Jathushan Rajasegaran, Georgios Pavlakos, Angjoo Kanazawa, Jitendra Malik.\ Neural Information Processing Systems (NeurIPS), 2021. \
Xiang Xu, Hanbyul Joo, Greg Mori, Manolis Savva.
This repository contains the implementation of our ACM MultiMedia 2021 paper:
The code for data preprocessing and model evaluation is borrowed from SemGCN. garyzhao/SemGCN
Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021
This is the PyTorch implementation of our BMVC 2021 paper AniFormer: Data-driven 3D Animation with Transformer. Haoyu Chen, Hao Tang, Nicu Sebe, Guoying Zhao.
This repo is the PyTorch implementation of hand mesh reconstruction described in CMR and MobRecon.
PyTorch implementation of "Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition" in ACM Multimedia 2021.
Xinxin Zuo, Sen Wang, Qiang Sun, Minglun Gong, Li Cheng
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu · Jinlong Yang · Dimitrios Tzionas · Michael J. Black CVPR 2022
This is the code page for people-scene interaction modeling, and generating 3D people in scenes without people.
Akash Sengupta, Ignas Budvytis, Roberto Cipolla ICCV 2021 paper+supplementaryposterresults video
Our codes are implemented and tested with python 3.6 and pytorch 1.5.