pytorch3d

There are 2 repositories under pytorch3d topic.

HavenFeng / photometric_optimization
Photometric optimization code for creating the FLAME texture space and other applications
3d-face-reconstruction 3d-graphics 3d-model 3d-shapes computer-vision ffhq flame-model flame-texture optimization python pytorch-implementation pytorch3d texture-maps texture-space
Language:Python 489
Qiulin-W / SAFA
Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation.
3d-graphics 3d-reconstruction 3dmm differentiable-rendering face-animation flame-model gan image-manipulation pytorch3d reenactment video-editing
Language:Python 171
adelekuzmiakova / pytorch3d-renderer
A PyTorch3D walkthrough and a Medium article 👋 on how to render 3D .obj meshes from various viewpoints to create 2D images.
2d-images 3d-graphics rendering-3d-graphics rendering-algorithm pytorch3d pytorch3d-playground 3d 3d-reconstruction viewpoints medium camera mesh-processing azimuth-angle vector
Language:Jupyter Notebook 91
ajhamdi / mvtorch
a Pytorch library for multi-view 3D understanding and generation
pytorch pytorch3d deep learning multi-view multi-view-learning 3d 3d-deep-learning multi-view-geometry nerf
Language:Python 79
PengfeiRen96 / DIR
[ICCV 2023 Oral] Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image
iccv 3d-hand-pose-estimation 3d-hand-reconstruction iccv2023 mesh-reconstruction mesh-recovery pytorch3d
Language:Python 63
lattas / FitMe
CVPR 2023 - FitMe: Deep Photorealistic 3D Morphable Model Avatars
cvpr cvpr2023 3d-face-reconstruction avatar fitme pytorch3d relighting rendering
50
maximeraafat / pointRF
Differentiable Point Radiance Fields Rasteriser for Novel View Synthesis
nerf pointcloud python pytorch3d radiance rasterization
Language:Python 35
guanyingc / pytorch3d_render_colmap
Render COLMAP reconstructed Model with Pytorch3D
colmap pytorch3d
Language:Jupyter Notebook 26
pbelevich / virtual-try-on
Non-commercial educational project that combines pose estimation and garment re-targeting to create virtual try-on demo
pose-estimation try-on garment virtual-try-on fashion video-virtual-try-on pytorch pytorch3d computer-vision deep-learning 3d
Language:Jupyter Notebook 19
IMAC-projects / style-transfer
Deform meshes by reinforcement learning
3d-model deforming-meshes papers pytorch pytorch3d reinforcement-learning
Language:Python 18
maximeraafat / humbi_textured_meshes
Code to construct textured deformed SMPL-X meshes for HUMBI data
computer-vision differentiable-rendering pytorch3d smplx
Language:Python 13
cr00z / virtual-tryon
Виртуальная примерка 3D модели одежды на видео (что-то в духе Clometrica)
frankmocap multigarmentnetwork python pytorch3d smpl
Language:Python 9
densechen / Pose-refinement
Pose refinement with differentiable rendering
differential-geometry pose-estimation pytorch3d
Language:Python 8
verlab / CreatingAndReenacting_WACV_2022
PyTorch implementation of the human neural rendering in unseen positions presented at WACV 2022 "Creating and Reenacting Controllable 3D Humans with Differentiable Rendering"
wacv2022 neural-rendering differentiable-rendering virtual-humans gcn gcn-features graph-neural-networks human-shape-recover human-animation computer-graphics pytorch3d
Language:Python 8
a-nau / CubeRefine-R-CNN
Code for the CubeRefine R-CNN model of our CVPRW '23 paper "Parcel3D: Shape Reconstruction From Single RGB Images for Applications in Transportation Logistics".
3d-reconstruction computer-vision cvpr detectron2 logistics parcel pytorch pytorch3d
Language:Python 7
harinandan1995 / csm
Implementation of Canonical Surface Mapping (https://github.com/nileshkulkarni/csm) using PyTorch and Pytorch3D
pytorch pytorch3d
Language:Python 4
JohnYeung-dojjy / py_geometry_constraint
python simulation of geometryConstraints function in Maya
geometry-constraint maya mesh projection pytorch3d
Language:Jupyter Notebook 4
salehahr / pytorch3d-gui
GUI to view current mesh during render using pytorch3d.
pytorch3d qt qt5 pyqt5 differentiable-rendering gui
Language:Python 4
Aynur19 / 3D-ML
Learning 3D ML
3d-ml geometric-deep-learning python pytorch3d trimesh open3d mesh point-cloud
Language:Jupyter Notebook 2
hallpaz / 3dsystems23
Assignments and Notes for the course 3D Graphics Systems @IMPA 2023
3d-modeling ai-graphics neural-rendering pytorch pytorch3d
Language:Jupyter Notebook 2
omkarchittar / Neural_Surfaces
Sphere Tracing. Optimizing a Neural SDF. VolSDF. Phong Relighting.
phong-lighting spheretracing neural-surfaces neuralsdf volsdf pytorch3d
Language:Python 2
omkarchittar / PointCloud_Classification_and_Segmentation
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.
point-cloud point-cloud-segmentation pointcloud pointcloud-segmentation pointcloudprocessing pytorch pytorch3d classification-algorithims classification-model
Language:Python 2
omkarchittar / PyTorch3D_Rendering_Basics
Learning the basics of rendering with PyTorch3D, exploring 3D representations, and practicing constructing simple geometry.
mesh meshes pointcloud pytorch pytorch-tutorial pytorch3d rasterization rendering voxel voxels retexture implicit-surfaces parametric-modelling rgbd rgbd-image-processing parametric-functions
Language:Python 2
maximeraafat / 3DiGAN
3D aware implicit Generative Adversarial Network
generative-adversarial-network neural-rendering pytorch3d smplx
Language:Python 1
omkarchittar / Single_View_to_3D
Exploring the types of losses and decoder functions for regressing to voxels, point clouds, and mesh representations from single view RGB input.
meshes pointclouds single-view-3d single-view-reconstruction voxel pytorch3d
Language:Python 1
Ramsi-K / 3D-Vision-Playground
Exploring 3D computer vision and geometry processing with Open3D.
3d-models open3d pytorch3d
Language:Jupyter Notebook 1
Rishikesh-Jadhav / CMSC848F-3D-Vision
This repository contains my paper reviews, solutions and code submissions for projects completed as part of CMSC848F during Fall 2023. Each project is organized in its own folder, with accompanying documentation and any necessary resources.
3d-computer-vision 3d-reconstruction multi-view-geometry point-cloud-classification pytorch3d structure-from-motion category-specific-mesh-reconstruction scene-representations-and-neural-rendering single-view-3d nerfs deep-learning
Language:Jupyter Notebook 1
creative-uber-learning / pytorch3d-playground
PyTorch3D playground in order to understand this new library
pytorch3d-playground meshes tutorial pytorch pytorch3d
Language:Python 0
darshit-desai / 3dVision_Rendering_Basics_with_Pytorch3D
Pytorch3d rendering an visualization basics
3dcomputergraphics implicit-neural-representation parametric point-cloud pytorch3d rendering voxel
Language:Python 0
yes-its-shivam / 3d_deform_object
deform a 3d object to required object
3d deformation mesh pointcloud pythom pytorch pytorch3d
Language:Jupyter Notebook 0
JSJeong-me / Irostyle_consortium
ironstyle rnx aj2 irostyle_consortium for Machine Learning & Computer Vision
3drendering machine-learning python pytorch vision pytorch3d
Language:Jupyter Notebook
omkarchittar / Neural_Radiance_Fields
Perform Differentiable Volume Rendering: Ray sampling from cameras, Point sampling along rays. Optimizing a basic implicit volume, Optimizing a Neural Radiance Field.
nerf neural-radiance-fields raymarching raytracing volume-rendering raysampling pytorch3d
Language:Python
theunknowninfinite / 848F_3D_Vision
This repo contains all the assignments done for the course CMSC848F at the Univeristy of Maryland, College Park.
computer-vision deep-learning machine-learning pytorch3d cmsc848f
Language:Python

pytorch3d

HavenFeng / photometric_optimization

Qiulin-W / SAFA

adelekuzmiakova / pytorch3d-renderer

ajhamdi / mvtorch

PengfeiRen96 / DIR

lattas / FitMe

maximeraafat / pointRF

guanyingc / pytorch3d_render_colmap

pbelevich / virtual-try-on

IMAC-projects / style-transfer

maximeraafat / humbi_textured_meshes

cr00z / virtual-tryon

densechen / Pose-refinement

verlab / CreatingAndReenacting_WACV_2022

a-nau / CubeRefine-R-CNN

harinandan1995 / csm

JohnYeung-dojjy / py_geometry_constraint

salehahr / pytorch3d-gui

Aynur19 / 3D-ML

hallpaz / 3dsystems23

omkarchittar / Neural_Surfaces

omkarchittar / PointCloud_Classification_and_Segmentation

omkarchittar / PyTorch3D_Rendering_Basics

maximeraafat / 3DiGAN

omkarchittar / Single_View_to_3D

Ramsi-K / 3D-Vision-Playground

Rishikesh-Jadhav / CMSC848F-3D-Vision

creative-uber-learning / pytorch3d-playground

darshit-desai / 3dVision_Rendering_Basics_with_Pytorch3D

yes-its-shivam / 3d_deform_object

JSJeong-me / Irostyle_consortium

omkarchittar / Neural_Radiance_Fields

theunknowninfinite / 848F_3D_Vision