zilongzhong

DANet

Dual Attention Network for Scene Segmentation (CVPR2019)

DenseNAS

Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)

FCN-4s-for-Building-Extraction

Building Extraction based on FCN-4s

ISPRS-Potsdam-Semantic-Segmentation

Aidan Blair

PixelAnnotationTool

Software that allows you to manually and quickly annotate images in directories. Use Qt and OpenCV. Useful for Deep Learning, Pixel-wise Ground Truth

Semi-Supervised-Learning-GAN

Semi-supervised Learning GAN

SSRN

This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".

SSTN

PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network for Hyperspectral Image Classification: A FAS Framework."

zilongzhong/ac-gan

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

zilongzhong/ChineseNER

A neural network model for Chinese named entity recognition

zilongzhong/cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

zilongzhong/crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

zilongzhong/Deep-Learning-TensorFlow

Ready to use implementations of various Deep Learning algorithms using TensorFlow.

zilongzhong/DeepLearningImplementations

Implementation of recent Deep Learning papers

zilongzhong/gcn

Implementation of Graph Convolutional Networks in TensorFlow

zilongzhong/kegra

Deep Learning on Graphs with Keras

zilongzhong/keras-acgan

Auxiliary Classifier Generative Adversarial Networks in Keras

zilongzhong/keras-adversarial

Keras Generative Adversarial Networks

zilongzhong/Keras-FCN

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

zilongzhong/keras-js

Run Keras models (tensorflow backend) in the browser, with GPU support

zilongzhong/keras-resnet

Residual networks implementation using Keras-1.0 functional API

zilongzhong/keras-transfer-learning-for-oxford102

Keras pretrained models (VGG16 and InceptionV3) + Transfer Learning for predicting classes in the Oxford 102 flower dataset

zilongzhong/LargeMargin_Softmax_Loss

Implementation for <Large-Margin Softmax Loss for Convolutional Neural Networks> in ICML'16

zilongzhong/lectures

Oxford Deep NLP 2017 course

zilongzhong/mx-lsoftmax

mxnet version of Large-Margin Softmax Loss for Convolutional Neural Networks.

zilongzhong/opengm

A C++ Library for Discrete Graphical Models

zilongzhong/py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

zilongzhong/py-R-FCN

R-FCN with joint training and python support

zilongzhong/pystruct

Simple structured learning framework for python

zilongzhong/recurrent-entity-networks

An implementation of "Tracking the World State with Recurrent Entity Networks".

zilongzhong/RFCN-tensorflow

RFCN implementation in TensorFlow

zilongzhong/subpixel

subpixel: A subpixel convnet for super resolution with Tensorflow

zilongzhong/tensorflow-bilateral-permutohedral

Port of permutohedral bilateral filtering to tensorflow as an op

zilongzhong/tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

zilongzhong/tensorflow_qrnn

QRNN implementation for TensorFlow

zilongzhong/tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

zilongzhong/triplet_recommendations_keras

An example of doing MovieLens recommendations using triplet loss in Keras

zilongzhong/WassersteinGAN