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3d-machine-learning

A resource repository for 3D machine learning

algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

arxausality

A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-hand-pose-estimation

Awesome work on hand pose estimation/tracking

awesome-people-in-computer-vision

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).

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。

doing_the_phd

facadesreconstruction

For 3D Facades Reconstruction from images and point clouds

freecad

This is the official source code of FreeCAD, a free and opensource multiplatform 3D parametric modeler.

gnnpapers

Must-read papers on graph neural networks (GNN)

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

libstreaming-examples

Some examples of how to use libstreaming

ml-agents

Unity Machine Learning Agents Toolkit

onepage

uncomplicated single-page jekyll blog theme

openmvg

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

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

simple_site

Minimal tutorial on making a simple website with GitHub Pages

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

three.js

JavaScript 3D library.

threeexample.js

《Three.js 入门指南》书例代码

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