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/coop-cut

Cooperative Cut is a Markov Random Field inference method with high-order edge potentials.

zilongzhong/dcgan_code

Deep Convolutional Generative Adversarial Networks

zilongzhong/deep-residual-networks

Deep Residual Learning for Image Recognition

zilongzhong/DeepOSM

Train a deep learning net with OpenStreetMap features and satellite imagery.

zilongzhong/gco_python

Python wrappers for GCO alpha-expansion and alpha-beta-swaps

zilongzhong/inception

zilongzhong/keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

zilongzhong/keras_extensions

A collection of small extensions to Keras (RBM, momentum schedule, ..)

zilongzhong/matlabHyperspectralToolbox

initial cut

zilongzhong/MRF

Markov Random Field

zilongzhong/nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

zilongzhong/partialOptimality_Kovtun

MATLAB wrapper for the code of K. Alahari implementing the partial optimality method of I. Kovtun

zilongzhong/py-coursera

Python framework for Coursera PGM and ML homeworks

zilongzhong/pyqpbo

QPBO interface and alpha expansion for Python

zilongzhong/ResNet-Generator-for-caffe

A script for generating ResNet model which is proposed by MSRA in ImageNet 2015 (for Digits/Caffe)

zilongzhong/semisupervised_vae

Replication of Semi-Supervised Learning with Deep Generative Models

zilongzhong/SLIC-Superpixels

Implementation of the SLIC superpixel algorithm to work with OpenCV

zilongzhong/Stanford-Probabilistic-Graphical-Models-Coursera

zilongzhong/train-CRF-RNN

Train CRF-RNN for Semantic Image Segmentation using Python

zilongzhong/tsvm

experiments testing transductive svm for my blog posts

zilongzhong/yacp

Yet Another Cygwin Ports