jizexuan

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly detection.

breast_density_classifier

Breast density classifier

Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

distro

Torch installation in a self-contained folder

joint-unsupervised-learning

Project for our CVPR2016 paper "Joint Unsupervised Learning of Deep Representations and Image Clusters"

JointOptmization

Multi-Scale-Class-Activation-Map-Tensorflow

Weakly Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images

MX-Net-Tensorflow

SSSANet

S3ANet: Spatial-Scattering Separated Attention Network for Polarimetric SAR Image Classification

jizexuan/SSSANet

S3ANet: Spatial-Scattering Separated Attention Network for Polarimetric SAR Image Classification

jizexuan/Multi-Scale-Class-Activation-Map-Tensorflow

Weakly Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images

jizexuan/JointOptmization

jizexuan/distro

Torch installation in a self-contained folder

jizexuan/joint-unsupervised-learning

Project for our CVPR2016 paper "Joint Unsupervised Learning of Deep Representations and Image Clusters"

jizexuan/MX-Net-Tensorflow

jizexuan/awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

jizexuan/awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly detection.

jizexuan/breast_density_classifier

Breast density classifier

jizexuan/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

jizexuan/cvpr16-deepbit

Learning Compact Binary Descriptors with Unsupervised Deep Neural Networks (CVPR16)

jizexuan/deep-residual-networks

Deep Residual Learning for Image Recognition

jizexuan/deep-visualization-toolbox

DeepVis Toolbox

jizexuan/deepcontext

Author's implementation of 'Unsupervised Visual Representation Learning by Context Prediction'

jizexuan/DenseNet

Code for Densely Connected Convolutional Network

jizexuan/DIGITS

Deep Learning GPU Training System

jizexuan/dl_tutorials

Deep learning tutorials (2nd ed.)

jizexuan/faster_rcnn

Faster R-CNN

jizexuan/fcn

Fully Convolutional Networks (Chainer Implementation)

jizexuan/feature-visualization

tensorflow example of visualizing features from a convnet

jizexuan/gmm-mml

jizexuan/GMVAE

Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

jizexuan/MTCNN_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

jizexuan/multi-resnet

Multi-Residual Networks

jizexuan/R-FCN

R-FCN: Object Detection via Region-based Fully Convolutional Networks

jizexuan/RBMpaper

experiments and datasets used for the paper "A Deep Learning Approach to Unsupervised Ensemble Learning"

jizexuan/retina-unet

Retina blood vessel segmentation with a convolutional neural network

jizexuan/SCN_Matlab

Matlab reimplementation of SCNSR

jizexuan/tensorflow

Computation using data flow graphs for scalable machine learning

jizexuan/Theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.