ShixuanGu

RibSeg

[MICCAI'21 & TMI'23] RibSeg Dataset and Point Cloud Baselines for Rib Segmentation from CT Scans

2048-api

A 2048 api for training supervised learning (imitation learning) or reinforcement learning agents

3DUnetCNN

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

ACSConv

[WIP] Reinventing 2D Convolutions for 3D Images

ai-deadlines

:alarm_clock: top AI deadline countdowns (with an emphasis on computer vision and medical images)

autotune_matlab_ez

EE224(dsp_ai)

BreakouGame

DQN

DiscreteFrenetSolver

[Updating] A Python package for computing the discrete Frenet frame of a 3D curve with numerical corrections.

ShixuanGu.github.io

FFD4DenSpineEM

Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear Structures

ShixuanGu/pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

ShixuanGu/ShixuanGu.github.io

ShixuanGu/torch-points3d

Pytorch framework for doing deep learning on point clouds.

ShixuanGu/2048-api

A 2048 api for training supervised learning (imitation learning) or reinforcement learning agents

ShixuanGu/3DUnetCNN

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

ShixuanGu/ACSConv

[WIP] Reinventing 2D Convolutions for 3D Images

ShixuanGu/ai-deadlines

:alarm_clock: top AI deadline countdowns (with an emphasis on computer vision and medical images)

ShixuanGu/DiscreteFrenetSolver

[Updating] A Python package for computing the discrete Frenet frame of a 3D curve with numerical corrections.

ShixuanGu/dip_oct

course proj

ShixuanGu/dust3r

DUSt3R: Geometric 3D Vision Made Easy

ShixuanGu/EZ_Bayesian

practice for au332

ShixuanGu/FracNet

[EBioMedicine] Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet

ShixuanGu/hfnet

From Coarse to Fine: Robust Hierarchical Localization at Large Scale with HF-Net (https://arxiv.org/abs/1812.03506)

ShixuanGu/McDonalds_Fries_Font

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ShixuanGu/mnist_tutorial

A tutorial for mnist hand writen digit classification using sklearn, pytorch and keras.

ShixuanGu/nnUNet

ShixuanGu/PAPERS_ON_KD

ShixuanGu/Pointnet2_PyTorch

PyTorch implementation of Pointnet2/Pointnet++

ShixuanGu/Pointnet_Pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

ShixuanGu/researcher

A jekyll based resume template

ShixuanGu/RevTorch

Framework for creating (partially) reversible neural networks with PyTorch

ShixuanGu/RibFrac-Challenge

Code for MICCAI 2020 RibFrac Challenge: Rib Fracture Detection and Classification

ShixuanGu/SparseConvNet

Submanifold sparse convolutional networks

ShixuanGu/temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

ShixuanGu/TorchSemiSeg

[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

ShixuanGu/ventmode

Reproducible ventilation mode machine learning.

ShixuanGu/visvis

Visvis - the object oriented approach to visualization

ShixuanGu/VSSM

visual state space models

ShixuanGu/waterz

Simple watershed and agglomeration library for affinity graphs.

ShixuanGu/yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS