Open-source alternatives to Humanrf

CVPR'2020 DeepDeform: Learning Non-rigid RGB-D Reconstruction with Semi-supervised Data

This repository is a reference implementation for NeuMan. NeuMan reconstructs both the background scene and an animatable human from a single video using neural radiance fields.

Repo for "Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction, ECCV'20 (Oral)"

Repo for "LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration, NeurIPS' 20 (Oral)"

Repo for "Multi-Garment Net: Learning to Dress 3D People from Images, ICCV'19"

ETCH: Generalizing Body Fitting to Clothed Humans via Equivariant Tightness

This repository contains training and inference code for the following paper: ` TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style Chaitanya Patel, Zhouyingcheng Liao, Gerard Pons-Moll CVPR 2020 (ORAL) ` ArXiv Project Website Dataset Repo [Oral…

Volumetric TSDF regression with tetrahedral representation for 3D human body prediction from single color image.

News

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.

website | arxiv

https://github.com/garvita-tiwari/sizer_dataset

paper project page

Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations \ Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada

Our volumetric capture system captures a completely clothed human body (including the back) using a single RGB webcam and in real time.

News: \2020/05/04\ Added EGL rendering option for training data generation. Now you can create your own training data with headless machines! \2020/04/13\ Demo with Google Colab (incl. visualization) is available. Special thanks to @nanopoteto!!! \2020/02/26\ License is updated to MIT…

This repository is the official PyTorch implementation of Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction, NeurIPS, 2020.

SHERF: Generalizable Human NeRF from a Single Image

Official Repository for CVPR 2023 paper X-Avatar: Expressive Human Avatars. We propose an animatible implicit human avatar model capable of capturing human body pose, hand pose, facial expressions, and appearance. X-Avatar can be created from 3D scans or RGB-D images. We also contribute a new…

This repository contains the implementation of our paper ARAH: Animatable Volume Rendering of Articulated Human SDFs.

This repository contains code corresponding to the paper Learning to Reconstruct People in Clothing from a Single RGB Camera.

This repository contains code corresponding to the paper Tex2Shape: Detailed Full Human Body Geometry from a Single Image.

` python -m venv env source activate env/bin/activate bash install.sh `

Yating Tian · Hongwen Zhang · Yebin Liu · Limin Wang

This repository contains the official PyTorch implementation of: