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jiajie.mo's Projects

pytorch-project-template icon pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

retina-unet icon retina-unet

Retina blood vessel segmentation with a convolutional neural network

sa-unet icon sa-unet

The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.

styleguide icon styleguide

Style guides for Google-originated open-source projects

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

unsupervised-capsule-network icon unsupervised-capsule-network

Capsule network with variations. Originally proposed by Tieleman & Hinton : http://www.cs.toronto.edu/~tijmen/tijmen_thesis.pdf

vesselsegmentation_eswa icon 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 icon vgn

Deep Vessel Segmentation by Learning Graphical Connectivity

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