binlv

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

automatic_liver_segmentation

Automatic Liver Segmentation and Visualization for CT Images

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

BEaST

C implementation of Brain Extraction based on nonlocal Segmentation Technique

boneage

Bone Age Report Generator

cancer_nn

ISIC 2017: Skin Lesion Analysis Towards Melanoma Detection (Lesion Classification)

Cascaded-FCN

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

diabetic-retinopathy-code

Code for the Kaggle competition http://www.kaggle.com/c/diabetic-retinopathy-detection

binlv/boneage

Bone Age Report Generator

binlv/Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

binlv/awesome-anomaly-detection

A curated list of awesome anomaly detection resources

binlv/awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

binlv/awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

binlv/cancer_nn

ISIC 2017: Skin Lesion Analysis Towards Melanoma Detection (Lesion Classification)

binlv/cbst

Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18.

binlv/CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

binlv/Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

binlv/deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

binlv/DeepLearning-SeGAN-Segmentation

This contains an implementation of the SeGAN model for semantic segmentation introduced in https://arxiv.org/pdf/1703.10239.pdf

binlv/DeepSeeNet

:eyes: DeepSeeNet is a deep learning framework for classifying patient-based age-related macular degeneration severity in retinal color fundus photographs.

binlv/dsi-capstone

Identifying diabetic retinopathy using convolutional neural networks

binlv/f-AnoGAN

Code for reproducing f-AnoGAN training and anomaly scoring

binlv/Image-Denoising-State-of-the-art

binlv/keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

binlv/LearningToCompare_FSL

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

binlv/medical-data

binlv/medSynthesis

medical image synthesis with GAN framework based on tensorflow

binlv/Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

binlv/MNet_DeepCDR

Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"

binlv/MultiResUNet

binlv/noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

binlv/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"

binlv/Optic_disc_segmentation

Two stage optic disc segmentation.

binlv/ReLayNet-tensorflow

This is a tensorflow implementation of ReLayNet

binlv/simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

binlv/SNIPER

SNIPER is an efficient multi-scale object detection algorithm

binlv/Strabismus-Detection-for-Telemedicine-Application

binlv/tf-frrn

This repository contains code implementing the paper, Full Resolution Residual Networks for Semantic Segmentation in Street Scenes (FRRN) in Tensorflow.