mawenao

SOTA-MedSeg

SOTA medical image segmentation methods based on various challenges

electronic-wechat

:speech_balloon: A better WeChat on macOS and Linux. Built with Electron by Zhongyi Tong.

nnUNet

xUnit

Learning a Spatial Activation Function for Efficient Image Restoration

Autofocus-Layer

Autofocus Layer for Semantic Segmentation

Multi-Atlas-Segmentation

Multi Atlas Segmentation of brain anatomy using ANTs

pytorch-receptive-field

Compute CNN receptive field size in pytorch in one line

fanqiang

翻墙-科学上网

Loss-family

Some classical and cutting-edge loss in semantic segmentation task

awesome-deep-learning-papers

The most cited deep learning papers

DUNet-retinal-vessel-detection

A deformable-Unet architecture for retinal vessel segmentation

retina-unet

Retina blood vessel segmentation with a convolutional neural network

Retinal-Vessel-Segmentation

Retinal Vessel Segmentation in Fundoscopic Images with DenseNet

Tensorflow-SegNet

Implement slightly different caffe-segnet in tensorflow

models

Models and examples built with TensorFlow

FCN-resnet101

tensorflow resnet101 fcn semantic segmentation

Deeplab-v2--ResNet-101--Tensorflow

An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.

DenseInferenceWrapper

A python wrapper for Krähenbühls dense CRF for medical image volumes.

SemanticSegmentation_DL

Resources of semantic segmantation based on Deep Learning model

FCN-for-Semantic-Segmentation

Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing

crfasrnn_keras

CRF-RNN Keras/Tensorflow version

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

crfasrnn_keras

CRF-RNN Keras/Tensorflow version

Unet_3D

3D Unet Equipped with Advanced Deep Learning Methods

NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

DSS

code for "Deeply supervised salient object detection with short connections" published in CVPR 2017

SENet-Tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

universe

Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.

caffe

Caffe: a fast open framework for deep learning.

Unet_3d

Unet_3d,Segment