tqxli
PhD student | computational animal behavior tracking | medical image analysis
Duke UniversityUnited states
tqxli's Stars
martinbjeldbak/ultimate-beamer-theme-list
A collection of Beamer themes from the community
hoya012/deep_learning_object_detection
A paper list of object detection using deep learning.
bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
wentaozhu/DeepLung
WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"
XuezheMax/apollo
Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization
albarqouni/Deep-Learning-for-Medical-Applications
Deep Learning Papers on Medical Image Analysis
MedMNIST/MedMNIST
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
JoHof/lungmask
Automated lung segmentation in CT
VainF/pytorch-msssim
Fast and differentiable MS-SSIM and SSIM for pytorch.
thunlp/GNNPapers
Must-read papers on graph neural networks (GNN)
OUCMachineLearning/OUCML
yunjey/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
vinta/awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
floodsung/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
terryum/awesome-deep-learning-papers
The most cited deep learning papers
richzhang/PerceptualSimilarity
LPIPS metric. pip install lpips
xinario/awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
ageron/handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
rasbt/python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
easy-tensorflow/easy-tensorflow
Simple and comprehensive tutorials in TensorFlow
kozistr/Awesome-GANs
Awesome Generative Adversarial Networks with tensorflow
tensorflow/docs
TensorFlow documentation
josephmisiti/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
instillai/TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
aymericdamien/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
zhixuhao/unet
unet for image segmentation
bing-jian/gmmreg
Implementations of the robust point set registration algorithm described in "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645. For a Python implementation, please refer to http://github.com/bing-jian/gmmreg-python.