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3d Machine Learning
⭐
8,647
A resource repository for 3D machine learning
Awesome Hand Pose Estimation
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2,872
Awesome work on hand pose estimation/tracking
3d Pointcloud
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1,940
Papers and Datasets about Point Cloud.
Awesome Virtual Try On
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1,512
A curated list of awesome research papers, projects, code, dataset, workshops etc. related to virtual try-on.
Learning Deep Learning
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943
Paper reading notes on Deep Learning and Machine Learning
Vision Based Robotic Grasping
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732
Related papers and codes for vision-based robotic grasping
Interhand2.6m
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613
Official PyTorch implementation of "InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image", ECCV 2020
Awesome Scene Understanding
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610
😎 A list of awesome scene understanding papers.
Rpg Paper Maker
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567
RPG Paper Maker is a game making engine, free for non commercial use, allowing you to create a 3D universe with many 2D sprites and even 3D objects using a simple interface for all available platforms: Windows, Linux, and MacOS.
Awesome Point Cloud Registration
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526
A curated list of point cloud registration.
One_shot_3d_photography
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403
This repository contains the code release for the SIGGRAPH 2020 paper "One Shot 3D Photography"
Nonlinear_face_3dmm
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400
Source code for "Nonlinear 3D Face Morphable Model"
Papers In 100 Lines Of Code
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395
Implementation of papers in 100 lines of code.
Videoavatars
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379
This repository contains code corresponding to the paper Video based reconstruction of 3D people models.
Human Video Generation
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345
Human Video Generation Paper List
Multiperson
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259
Code repository for the paper: "Coherent Reconstruction of Multiple Humans from a Single Image" in CVPR'20
Deephuman
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251
Code for our ICCV paper "DeepHuman: 3D Human Reconstruction from a Single Image"
Facepapercollection
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237
A collection of face related papers
Genre Shapehd
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220
Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)
Vision3d
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197
Research platform for 3D object detection in PyTorch.
Lol
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188
LOL: Lidar-only Odometry and Localization in 3D point cloud maps
Awsome_deep_geometry_learning
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181
A list of resources about deep learning solutions on 3D shape processing
Mesh_segmentation
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173
some materials about mesh processing, including papers, videos, codes, and so on. Updating every day!
Ua Mt
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173
code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.
Animal_papers
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173
Awesome papers for markerless animal motion capture and 3D reconstruction.
Awesome Gans And Deepfakes
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171
A curated list of GAN & Deepfake papers and repositories.
Itwmm
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162
In The Wild 3D Morphable Models
3d Iwgan
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159
A repository for the paper "Improved Adversarial Systems for 3D Object Generation and Reconstruction".
Singleviewreconstruction
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159
Official Code: 3D Scene Reconstruction from a Single Viewport
Dr Learning For 3d Face
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154
Implementation for paper "Disentangled Representation Learning for 3D Face Shape" CVPR 2019
3pu
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127
Patch-base progressive 3D Point Set Upsampling
3d Deep Learning
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122
3D Deep Learning works
Unrealtext
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122
Synthetic Scene Text from 3D Engines
Human Pose Estimation Papers
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121
2D&3D human pose estimation
Disn
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99
(latest updates and bug fixed) DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction
Human Pose Estimation From Rgb
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98
Human Pose Estimation from RGB Camera - The repo
Hsn
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81
Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features
Awesome Human Motion
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79
🏃♀️ A curated list about human motion capture, analysis and synthesis.
Extrinsic_lidar_camera_calibration
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79
This is a package for extrinsic calibration between a 3D LiDAR and a camera, described in paper: Improvements to Target-Based 3D LiDAR to Camera Calibration. This package is used for Cassie Blue's 3D LiDAR semantic mapping and automation.
Binpackingjs
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76
2D, 3D, 4D Bin Packing JS Library
Mvfnet
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75
Pytorch code for paper: MVF-Net: Multi-View 3D Face Morphable Model Regression
Rtm3d
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71
Unofficial PyTorch implementation of "RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving" (ECCV 2020)
Heartseg
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69
code of DenseVoxNet and 3D-DSN
3d Point Cloud Learning
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65
Awesome Polarization
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65
List of awesome papers on Polarization Imaging
End2end_au_speech
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64
Code for the paper "End-to-end Learning for 3D Facial Animation from Speech"
Deep_dream_3d
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61
Code of 3D DeepDream in the paper "Neural 3D Mesh Renderer" by H. Kato, Y. Ushiku, and T. Harada.
Rel_3d_pose
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60
A method for training a 3d pose estimation algorithm from relative depth annotations. Implemented in Pytorch.
Caricature Data
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59
🌱 [CVPR'18] Alive Caricature from 2D to 3D. This repository contains some caricature-related data.
3d Computer Vision Resources
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58
Here is a list of 3D vision resources
Image2mesh
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56
Code for the paper "Image2Mesh: A Learning Framework for Single Image 3D Reconstruction"
Oasis
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54
Code for the CVPR 2020 paper "OASIS: A Large-Scale Dataset for Single Image 3D in the Wild"
Template_ffd
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54
Code for paper "Learning Free-Form Deformations for 3D Object Reconstruction"
Navigation Benchmark
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52
Code for "Benchmarking Classic and Learned Navigation in Complex 3D Environments" paper
3d Adv Pc
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48
Generating 3D Adversarial Point Clouds
3d Pointcloud Denoising
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48
A paper list of 3D Point Cloud Denoising
Neuraltexture
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45
Learning a Neural 3D Texture Space from 2D Exemplars [CVPR 2020]
Deepfluorolabeling Ipcai2020
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39
Code and data for the "annotation" component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and Efficient 2D/3D Registration." https://arxiv.org/abs/1911.07042 or https://doi.org/10.1007/s11548-020-02162-7
Catdeform
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39
A Matlab implementation for the paper: "Learning 3D Deformation of Animals from 2D Images" http://www.umiacs.umd.edu/~kanazawa/papers/cat_eg2
Body_reconstruction_references
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38
Paper, dataset and code collection on human body reconstruction
3ddensenet.torch
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37
3D DenseNet(torch version) for ModelNet40 dataset
6d Object Pose Estimation
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37
This repository summarizes papers and codes for 6D Object Pose Estimation.
Dels 3d
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35
The code for DeLS-3D of CVPR 2018
Dcsrn
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35
An implementation of BRAIN MRI SUPER RESOLUTION USING 3D DEEP DENSELY CONNECTED NEURAL NETWORKS
Ufomap
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35
UFOMap: An Efficient Probabilistic 3D Mapping Framework That Embraces the Unknown
Attention3dhumanpose
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33
The project is an official implementation of our CVPR2020 paper "Attention Mechanism Exploits Temporal Contexts: Real-time 3D Human Pose Reconstruction"
Webgl Fft Ocean
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32
Webgl Ocean based on Tessendorf paper. Implementation of Phillips spectrum and its inverse FFT
Curb_detection
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31
based on the paper A real-time curb detection and tracking method for UGVs by using a 3D-LIDAR sensor
Keyrigami
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30
Keycaps made from paper
Perspective Vue
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29
Simple math to convert simple 2D game view to a perspective 3D view.
3d Detection Papers
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28
The papers in this list are about 3d detection, especially those using point clouds.
If Defense
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28
This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration
Awesome Dynamic Slam
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27
Awesome Dynamic SLAM
How2sketch
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26
Code for paper “How2Sketch: generating easy-to-follow tutorials for sketching 3D objects.” I3D (2017)
Cvpr_2017_notes
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24
CVPR 2017 notes
Pytorch Mri Segmentation 3d
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24
U Track3d
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22
Multiple particle tracking in dense 3D particle fields complemented with dynamic regions of interest and trackability inferences for the automated exploration of large volumetric sequences.
Isbi2018 Diagnostic Classification Of Lung Nodules Using 3d Neural Networks
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19
Network Architecture for the ISBI_2018 paper : DIAGNOSTIC CLASSIFICATION OF LUNG NODULES USING 3D NEURAL NETWORKS
Awesome Neuron Segmentation In Em Images
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19
A curated list of resources for 3D segmentation of neurites in EM images
3d Icp Cov
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18
Code for the paper "A New Approach to 3D ICP Covariance Estimation for Mobile Robotics"
Im2cad
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17
Trying to achieve the idea in paper IM2CAD; 3D reconstruction; not finished
Casia_3dlighting
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17
Code for the paper "Optimized 3D Lighting Environment Estimation for Image Forgery Detection"
Inhandscanningiccv15_reconstruction
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17
Source code for 3d reconstruction for the ICCV'15 paper "3D Object Reconstruction from Hand-Object Interactions"
3d Object Detection
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17
3d object detection papers
Pychop3d
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16
Python implementation of "Chopper: Partitioning Models into 3D-Printable Parts"
Pointcloud_paper
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16
point cloud paper translation
C3dm
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15
Code for Canonical 3D Deformable Mapping (C3DM) paper
Compact_3d_reconstruction
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15
Code for the paper "Compact Model Representation for 3D Reconstruction"
Deformation Transfer For Triangle Meshes
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15
A Python implementation of the paper "Deformation Transfer for Triangle Meshes" with 3D views in the browser.
3d Game Engine Csharp
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15
RPG Paper Maker is a game maker engine including a 3D universe with many 2D sprites and some simplified 3D objects. Pretty close to the RPG Maker series, RPG Paper Maker finally give a way to create RPGs in a totally 3D universe as easier as it is in 2D!
Advpc
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14
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)
Frustum Pointnets View Results
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14
Mvmm Regnet
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12
Code for paper: MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation
Semantictransfer
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12
Code repo for the paper "Semantic Correspondence via 2D-3D-2D Cycle"
Awesome Slam
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12
SLAM code, paper, project collections
Notenoughsleepai
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12
Implementation of the Multi-Task Multi-Sensor Fusion for 3D Object Detection paper by Uber
Feature Graph Learning
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12
An official MATLAB implementation of the paper "Feature Graph Learning for 3D Point Cloud Denoising".
Dip
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12
Project page of the paper "Distinctive 3D local deep descriptors" accepted in IEEE International Conference on Pattern Recognition 2020.
Scanrl
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11
Implementation code of Scan-RL from the 2020 ECCV Workshop paper "Next-Best View Policy for 3D Reconstruction".
Datasets
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11
Generating Large Scale Image Datasets from 3D CAD Models
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