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/autoencoder

Text autoencoder with LSTMs

zilongzhong/awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

zilongzhong/crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

zilongzhong/cs224n-winter17-notes

Course notes for CS224N Winter17

zilongzhong/django

The Web framework for perfectionists with deadlines.

zilongzhong/dl-setup

Instructions for setting up the software on your deep learning machine

zilongzhong/FastMaskRCNN

Mask RCNN in TensorFlow

zilongzhong/FCN.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

zilongzhong/GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

zilongzhong/GAN-Sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

zilongzhong/grpc

The C based gRPC (C++, Node.js, Python, Ruby, Objective-C, PHP, C#)

zilongzhong/improved-gan

code for the paper "Improved Techniques for Training GANs"

zilongzhong/introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

zilongzhong/KittiSeg

A Kitti Road Segmentation model implemented in tensorflow.

zilongzhong/kotlin

The Kotlin Programming Language

zilongzhong/ladder-2

LADDER network after Harri Valpola

zilongzhong/LSTM-Human-Activity-Recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

zilongzhong/mask_rcnn_pytorch

Mask RCNN in PyTorch

zilongzhong/neuralnets

Deep Learning libraries tested on images and time series

zilongzhong/NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

zilongzhong/Paper_Notes

This will contain my notes for research papers (mostly machine learning and deep learning).

zilongzhong/pix2pix-tensorflow

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

zilongzhong/pyscatwave

Fast Scattering Transform with CuPy/PyTorch

zilongzhong/really-awesome-semantic-segmentation

A list of papers on Semantic Segmentation.

zilongzhong/ResNeXt

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

zilongzhong/SimGAN

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

zilongzhong/tensorflow-fcn

An Implementation of Fully Convolutional Networks in Tensorflow.

zilongzhong/tensorflow-mnist-CVAE

Tensorflow implementation of conditional variational auto-encoder for MNIST

zilongzhong/tf-image-segmentation

Image Segmentation framework based on Tensorflow and TF-Slim library

zilongzhong/tkipf.github.io