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3d-machine-learning

A resource repository for 3D machine learning

3dmm-fitting

Fit 3DMM to front and side face images simultaneously.

3dmm-fitting-pytorch

A 3DMM fitting framework using Pytorch.

3dscanner

三维扫描相关算法，包括多频外差相位求解、相机标定、点云后处理、点云可视化等相关算法

3dunderworld-structured-light-scanner

[3DUNDERWORLD-SLS] High-accuracy Structured-Light Scanner.

4d_association

code for cvpr2020 "4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras"

ad-nerf

This repository contains a PyTorch implementation of "AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis".

automaticweightedloss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

backgroundmattingv2

Real-Time High-Resolution Background Matting

bnv_fusion

This repository implements our CVPR2022 paper "BNV-Fusion: Dense 3D Reconstruction using Bi-level Neural Volume Fusion"

bspline

zju cg homework bspline

bundler_sfm

Bundler Structure from Motion Toolkit

c3dgs

Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis

calibration

multi camera calibration

camera3d

A 3D camera library based on pytorch.

camera3d-rs

centerface.pytorch

unofficial version of centerface, which achieves the best balance between speed and accuracy at face detection

cmvs-pmvs

This software (CMVS) takes the output of a structure-from-motion (SfM) software as input, then decomposes the input images into a set of image clusters of managable size. An MVS software can be used to process each cluster independently and in parallel, where the union of reconstructions from all the clusters should not miss any details that can be otherwise obtained from the whole image set. CMVS should be used in conjunction with an SfM software Bundler and an MVS software PMVS2 (PMVS version 2).

colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

common-3d-test-models

Repository containing common 3D test models in original format with original source if known and obj mesh

cpm

Coarse-to-fine PatchMatch for dense correspondence

crossscalestereo

Cross-Scale Cost Aggregation for Stereo Matching (CVPR 2014)

cubemapslam

A Piecewise-Pinhole Monocular Fisheye SLAM System

data-mining

BUPT Data Mining Assignment.

deep3dfacerecon_pytorch

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019). A PyTorch implementation.

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

design-patterns-cpp

C++ Design Patterns

dfnrmvs

Source code for CVPR 2020 paper "Deep Facial Non-Rigid Multi-View Stereo"

diff-gaussian-rasterization

distribuuuu

The pure and clear PyTorch Distributed Training Framework.