pytorch3d

Photometric optimization code for creating the FLAME texture space and other applications

Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation.

A PyTorch3D walkthrough and a Medium article 👋 on how to render 3D .obj meshes from various viewpoints to create 2D images.

Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation.

a Pytorch library for multi-view 3D understanding and generation

[ICCV 2023 Oral] Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image

CVPR 2023 - FitMe: Deep Photorealistic 3D Morphable Model Avatars

Render COLMAP reconstructed Model with Pytorch3D

Differentiable Point Radiance Fields Rasteriser for Novel View Synthesis

Non-commercial educational project that combines pose estimation and garment re-targeting to create virtual try-on demo

The fastest and most intuitive library to manipulate STL files (stereolithography) for C++ and Python, header-only.

Deform meshes by reinforcement learning

Code for the CubeRefine R-CNN model of our CVPRW '23 paper "Parcel3D: Shape Reconstruction From Single RGB Images for Applications in Transportation Logistics".

Code to construct textured deformed SMPL-X meshes for HUMBI data

Виртуальная примерка 3D модели одежды на видео (что-то в духе Clometrica)

Pose refinement with differentiable rendering

PyTorch implementation of the human neural rendering in unseen positions presented at WACV 2022 "Creating and Reenacting Controllable 3D Humans with Differentiable Rendering"

Gmesh supports differentiable rendering of mixed 3D Gaussians and meshes within a single scene.

Official Code of ACM MM'24 Paper "Unsupervised Multi-view Pedestrian Detection"

Implementing a PointNet based architecture for classification and segmentation with point clouds. Q1 and Q2 focus on implementing, training and testing models. Q3 asks you to quantitatively analyze model robustness.