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medseg_decathlon

Medical Segmentation Decathlon 2018

models

Models and examples built with TensorFlow

msd_2018

Code for the Medical Segmentation Decathlon Challenge at MICCAI 2018

neural-networks

Neural networks for machine learning

nnunet

optic-disc-unet

Attention Unet model with post process for retina optic disc segmention

optic-nerve-cnn

Code repository for a paper "Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network"

pytorch-unet

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

pytorch-unet-1

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

pytorch-unet-segmentation

scikit-and-tensorflow-workbooks

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

segmentationexperiment

Hippocampus Segmentation Using UNet

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

unet_image_segmentation

a U-Net Convolutional Neural Network applied to cell nuclei images, Booz Allen Hamilton Kaggle Data Science Data

unsupervised_captioning

Code for Unsupervised Image Captioning