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tensorflow

An Open Source Machine Learning Framework for Everyone

Language:C++Apache-2.0184952 7606 39679

faiss

A library for efficient similarity search and clustering of dense vectors.

Language:C++MIT30221 482 2447

celery

Distributed Task Queue (development branch)

Language:PythonNOASSERTION24334 469 5067

arrow

Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

Language:C++Apache-2.014151 351 25476

dlib

A toolkit for making real world machine learning and data analysis applications in C++

Language:C++BSL-1.013329 478 2213

awesome-distributed-systems

A curated list to learn about distributed systems

pcl

Point Cloud Library (PCL)

Language:C++NOASSERTION9803 426 2715

colmap

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

Language:C++NOASSERTION7364 170 1995

openMVG

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

Language:C++MPL-2.05638 273 1892

ODM

A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷

Language:PythonAGPL-3.04790 235 1046

awesome_3DReconstruction_list

A curated list of papers & resources linked to 3D reconstruction from images.

ceres-solver

A large scale non-linear optimization library

Language:C++NOASSERTION3774 100 1009

OpenSfM

Open source Structure-from-Motion pipeline

Language:PythonBSD-2-Clause3333 146 642

openMVS

open Multi-View Stereo reconstruction library

Language:C++AGPL-3.03259 129 956

AliceVision

Photogrammetric Computer Vision Framework

Language:C++NOASSERTION2931 130 481

PROJ

PROJ - Cartographic Projections and Coordinate Transformations Library

Language:C++NOASSERTION1691 80 1528

vlfeat

An open library of computer vision algorithms

Language:CBSD-2-Clause1590 155 176

bundler_sfm

Bundler Structure from Motion Toolkit

Language:C1540 143 61

mve

Multi-View Environment

Language:C++NOASSERTION985 86 316

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).

Language:C++936 120 36

TheiaSfM

An open source library for multiview geometry and structure from motion

Language:C++NOASSERTION897 73 209

gearmand

Language:C++NOASSERTION734 52 224

micmac

Free open-source photogrammetry software tools

Language:C++NOASSERTION677 55 149

ligra

Ligra: A Lightweight Graph Processing Framework for Shared Memory

Language:C++MIT452 32 32

popsift

PopSift is an implementation of the SIFT algorithm in CUDA.

Language:CudaMPL-2.0428 48 66

Awsome_Deep_Geometry_Learning

A list of resources about deep learning solutions on 3D shape processing

dispy

Distributed and Parallel Computing Framework with / for Python

Language:PythonNOASSERTION260 14 187

smvs

Shading-aware Multi-view Stereo

Language:C++BSD-3-Clause251 32 37

CombBLAS

The Combinatorial BLAS (CombBLAS) is an extensible distributed-memory parallel graph library offering a small but powerful set of linear algebra primitives specifically targeting graph analytics.

Language:C++NOASSERTION63 13 18

VulkanSift

SIFT detection and matching on (almost) any GPU with Vulkan

Language:CMIT51 5 4