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3dmm-fitting-pytorch

A 3DMM fitting framework using Pytorch.

3dv_tutorial

An Invitation to 3D Vision: A Tutorial for Everyone

awesome-3d-human-reconstruction

awesome-deblurring

A curated list of resources for Image and Video Deblurring

awesome-talking-face

📖 A curated list of resources dedicated to talking face.

boostingmonoculardepth

composer

library of algorithms to speed up neural network training

deca

DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

dynamicdepth

Official implementation for ECCV 2022 paper "Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth"

face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

face_parsing

Official Pytorch implementation of 'RoI Tanh-polar Transformer Network for Face Parsing in the Wild.'

improved-nerfmm

Unofficial & improved implementation of NeRF--: Neural Radiance Fields Without Known Camera Parameters

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

kitti_devkit_scene_flow

monodepth_benchmark

Code for "Deconstructing Monocular Depth Reconstruction: The Design Decisions that Matter" (https://arxiv.org/abs/2208.01489)

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

nerfmeshes

A pipeline to reconstruct 3d meshes based on Neural Radiance Fields

neurecon

Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.

ngp_pl

Instant-ngp in pytorch+cuda trained with pytorch-lightning (with only few lines of code and clear comments)

perfception

Official implementation of PeRFception: Perception using Radiance Fields.

pvdnet

[TOG 2021] Official PyTorch Implementation for "Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes"

pvt

pytorch-ae

Autoencoders in PyTorch

pytorch_experiments

Auto Encoders in PyTorch

segformer

Implementation of SegFormer in PyTorch

snes

SNeS: Learning Probably Symmetric Neural Surfaces from Incomplete Data

syncnet_python

Out of time: automated lip sync in the wild

torch-ngp

A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.

tts

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

unet-family

Paper and implementation of UNet-related model.