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/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

zilongzhong/Semi-Supervised-Learning-GAN

Semi-supervised Learning GAN

zilongzhong/3DFasterRCNN_LungNoduleDetector

zilongzhong/AdversarialNetsPapers

The classical papers and codes about generative adversarial nets

zilongzhong/awesome-knowledge-distillation

Awesome Knowledge Distillation

zilongzhong/BDD_Driving_Model

zilongzhong/BicycleGAN

[NIPS 2017] Toward Multimodal Image-to-Image Translation

zilongzhong/CapsNet-Tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

zilongzhong/cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

zilongzhong/CoR

Sparse Gaussian Conditional Random Fields on top of Recurrent Neural Networks

zilongzhong/CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

zilongzhong/dwt

Deep Watershed Transform for Instance Segmentation

zilongzhong/faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

zilongzhong/ganhacks

starter from "How to Train a GAN?" at NIPS2016

zilongzhong/keras_sgan_ser

This is a project of speech emotion recognition using KERAS based Semi-Generative Adversarial Networks.

zilongzhong/magenta

Magenta: Music and Art Generation with Machine Intelligence

zilongzhong/Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

zilongzhong/pix2pix

Image-to-image translation with conditional adversarial nets

zilongzhong/progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

zilongzhong/pyro

Deep universal probabilistic programming with Python and PyTorch

zilongzhong/python-pcl

Python bindings to the pointcloud library (pcl)

zilongzhong/pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

zilongzhong/pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

zilongzhong/PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

zilongzhong/raster-vision

deep learning for aerial/satellite imagery

zilongzhong/tensorflow-generative-model-collections

Collection of generative models in Tensorflow

zilongzhong/tensorflow-mnist-tutorial

Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.

zilongzhong/Tensorflow-SegNet

Implement slightly different caffe-segnet in tensorflow

zilongzhong/TF-SegNet

SegNet-like network implemented in TensorFlow to use for segmenting aerial images

zilongzhong/Variational-Ladder-Autoencoder

Implementation of VLAE