jiajie.mo's repositories
OctaveUNet
Applying Octave UNet for Retinal Vessel Segmentation.
awesome-architecture-search
A curated list of awesome architecture search resources
Awesome-NAS
A curated list of neural architecture search (NAS) resources.
botanophobia2019haru
A beamer theme inherited from upb2018
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
capsule-networks
A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".
EMANet
The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)
free-programming-books
:books: Freely available programming books
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Hierarchical-Image-Matting-Model-for-Blood-Vessel-Segmentation-in-Fundus-images
This is a python implementation of Hierarchical Image Matting Model for Segmentation.
IterNet
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks. High-accuracy medical retina (eye) image segmentation.
latexBeamerTemplateUPB
This is a suggestion for using the Paderborn University corperated design in LaTeX-Beamer.
lwnet
State-of-the-art retinal vessel segmentation with minimalistic models
Matrix-Capsules-EM-PyTorch
A PyTorch Implementation of Matrix Capsules with EM Routing
nsga-net
NSGA-Net, a Neural Architecture Search Algorithm
PlotNeuralNet
Latex code for making neural networks diagrams
Pytorch-Project-Template
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
Pytorch-UNet
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
pytorch_tutorial
PyTorch tutorial for PyData Berlin
retina-unet
Retina blood vessel segmentation with a convolutional neural network
SA-UNet
The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.
SegCaps_forked_from_Cheng-Lin-Li
A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.
styleguide
Style guides for Google-originated open-source projects
TFSegmentation
RTSeg: Real-time Semantic Segmentation Comparative Study
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
VesselSegmentation_ESWA
Support repository for the paper "Retinal vessel segmentation based on Fully Convolutional Neural Networks", Expert Systems with Applications, Volume 112, 1 December 2018, Pages 229-242.
VGN
Deep Vessel Segmentation by Learning Graphical Connectivity
visualizing-cnn-feature-maps
Visualizing CNN filters using PyTorch