zhaoxin111

imageRetrieval

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-vision

A curated list of deep learning resources for computer vision

books

我读过的书。嘿嘿，分享给你。

CNN-for-Image-Retrieval

:sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet"

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

DeepLearning_Demo

some demo

deeplearningbook-chinese

Deep Learning Book Chinese Translation

Facial-Similarity-with-Siamese-Networks-in-Pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

faiss

A library for efficient similarity search and clustering of dense vectors.

HOG-SVM-Object-Recognition

How-to-Learn-from-Little-Data

This is the code for "How to Learn from Little Data - Intro to Deep Learning #17' by Siraj Raval on YouTube

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

Keras-OpenFace

Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version

labelImg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

lung-segmentation-2d

Lung fields segmentation on CXR images using convolutional neural networks.

MNet_DeepCDR

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

openface

Face recognition with deep neural networks.

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"

Prototypical-Networks-for-Few-shot-Learning-PyTorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

pulmonary-nodules-segmentation

Tianchi medical AI competition [Season 1]: Lung nodules image segmentation of U-Net. U-Net训练基于卷积神经网络的肺结节分割器

retina-features

Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.

retina-unet

Retina blood vessel segmentation with a convolutional neural network

science_rcn

Reference implementation of a two-level RCN model

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

TFSegmentation

RTSeg: Real-time Semantic Segmentation Comparative Study

vess2ret

A Keras implementation of pix2pix code adapted to generate retinal images from vessel networks.