Siyuan Xiang (siyuan2018)

siyuan2018

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ai4ce

Siyuan Xiang's starred repositories

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Language:PythonLicense:Apache-2.0Stargazers:29733Issues:388Issues:3486

mmdetection

OpenMMLab Detection Toolbox and Benchmark

Language:PythonLicense:Apache-2.0Stargazers:28845Issues:370Issues:8257

draco

Draco is a library for compressing and decompressing 3D geometric meshes and point clouds. It is intended to improve the storage and transmission of 3D graphics.

Language:C++License:Apache-2.0Stargazers:6419Issues:222Issues:695

openMVG

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

Language:C++License:MPL-2.0Stargazers:5622Issues:273Issues:1888

warp

A Python framework for high performance GPU simulation and graphics

Language:PythonLicense:NOASSERTIONStargazers:3987Issues:54Issues:208

web-stable-diffusion

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:3525Issues:36Issues:44

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

Language:Jupyter NotebookLicense:MITStargazers:3243Issues:54Issues:173

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

Language:PythonLicense:Apache-2.0Stargazers:3148Issues:44Issues:276

DeepClustering

Methods and Implements of Deep Clustering

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Language:PythonLicense:MITStargazers:2110Issues:37Issues:87

pypose

A library for differentiable robotics.

Language:PythonLicense:Apache-2.0Stargazers:1235Issues:14Issues:119

genforce

An efficient PyTorch library for deep generative modeling.

Language:PythonLicense:MITStargazers:907Issues:30Issues:39

DataScienceCourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

Language:Jupyter NotebookStargazers:749Issues:55Issues:3

UA-MT

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

Fusion360GalleryDataset

Data, tools, and documentation of the Fusion 360 Gallery Dataset

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:416Issues:38Issues:35

rlstructures

RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.

Language:PythonLicense:MITStargazers:257Issues:14Issues:1

GMatch4py

A graph matching library for Python

Language:CythonLicense:MITStargazers:190Issues:5Issues:35

DiscoNet

[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception

V2X-Sim

[RA-L2022] V2X-Sim Dataset and Benchmark

SPARE3D

[CVPR2020] A Dataset for SPAtial REasoning on Three-View Line Drawings

NYU-VPR

[IROS2021] NYU-VPR: Long-Term Visual Place Recognition Benchmark with View Direction and Data Anonymization Influences

Language:PythonStargazers:31Issues:5Issues:0

EgoPAT3D

[CVPR 2022] Egocentric Action Target Prediction in 3D

Language:Jupyter NotebookLicense:MITStargazers:29Issues:5Issues:7

Self-Supervised-SPARE3D

[CVPR 2022] Self-supervised Spatial Reasoning on Multi-View Line Drawings

Language:PythonStargazers:24Issues:3Issues:0

cluster3d.github.io

Cluster3D: A Dataset and Benchmark forClustering Non-Categorical 3D CAD Models

Language:C++Stargazers:23Issues:0Issues:0
Language:Jupyter NotebookLicense:GPL-3.0Stargazers:21Issues:8Issues:2

DeepSoRo

[RA-L/ICRA2020] Real-time Soft Body 3D Proprioception via Deep Vision-based Sensing

Language:PythonStargazers:20Issues:5Issues:0

SNAC

[ICLR2023] Learning Simultaneous Navigation and Construction in Grid Worlds

Language:PythonStargazers:18Issues:4Issues:0

Mobile3DPrinting

https://ai4ce.github.io/Mobile3DPrinting/

cifar10_ae_vgg

Using Autoencoder as feature extractor for a classification model

Language:PythonStargazers:3Issues:1Issues:0