SkylerHuang

MVSNet

MVSNet (ECCV2018) & R-MVSNet (CVPR2019)

3D-point-cloud-generation

Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction :grapes: (AAAI 2018)

3D-point-capsule-networks

3D Point Capsule Networks

Silhouette-Guided-3D

PyTorch Code of our WACV2020 paper: Silhouette Guided Point Cloud Reconstruction beyond Occlusion

capnet

Code release for "CAPNet: Continuous Approximation Projection For 3D Point Cloud Reconstruction Using 2D Supervision", (AAAI-19)

3d-lmnet

Repository for 3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image [BMVC 2018]

standard-readme

A standard style for README files

pcl

Point Cloud Library (PCL)

point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

PointSetGeneration

Code for ``A Point Set Generation Network for 3D Object Reconstruction from a Single Image''

pix3d

Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

Pix2Vox

The official implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images". (Xie et al., ICCV 2019)

PointMVSNet

Code for "Point-based Multi-view Stereo Network" (ICCV 2019 Oral) & "Visibility-aware Point-based Multi-view Stereo Network" (TPAMI)

mvpnet

Implementation of the paper "Multi-view PointNet for 3D Scene Understanding"

Learning-to-Segment-3D-Point-Clouds-in-2D-Image-Space

Pixel2Mesh

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. In ECCV2018.

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

PlanarReconstruction

[CVPR'19] Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

RSNet

This is the official implementation of RSNet.

lcd

[AAAI'20] LCD: Learned Cross-Domain Descriptors for 2D-3D Matching

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

PointDAN

Code of NeurIPS19 Paper "PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation".

pcl2pcl-gan-pub

Unpaired Point Cloud Completion on Real Scans using Adversarial Training

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

QuatE

Pytorch implementation of Quaternion Knowledge Graph Embeddings.

QuaternionCNN_Keras

Implementation of Quaternion Convolutional Neural Networks

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

SDProject

For sai di project.