Kingdary

ADIC2D

Modular 117 line MATLAB code to perform two-dimensional Digital Image Correlation

Adversarially-Learned-Anomaly-Detection

ALAD (Proceedings of IEEE ICDM 2018) official code

anomagram

Interactive Visualization to Build, Train and Test an Autoencoder with Tensorflow.js

Anomaly-Detection-for-Sequential-Data

Implementation of 2 VAE architectures with LSTM and GRU for anomaly detection on sequential data

AnomalyDetection_VAE_LSTM

antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

autoencoder_practice

AutoEncoder implements by keras. Including AE, DAE, DAE_CNN, VAE, VAE_CNN, CVAE, Sparse AE, Stacked DAE.

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

BackgroundMattingV2

Real-Time High-Resolution Background Matting

bearing_condition_state_classifier

Condition state classification for structural bearings

Kingdary/FIMA

On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems (TPAMI 2019)

Kingdary/DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

Kingdary/f-AnoGAN

Code for reproducing f-AnoGAN training and anomaly scoring

Kingdary/FCN-for-Semantic-Segmentation

Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing

Kingdary/VAE-for-Anomaly-Detection

MLP_VAE, Anomaly Detection, LSTM_VAE, Multivariate Time-Series Anomaly Detection, IndRNN_VAE, Tensorflow

Kingdary/Adversarially-Learned-Anomaly-Detection

ALAD (Proceedings of IEEE ICDM 2018) official code

Kingdary/Vibration-Measurement

检测视频中振动结构的振动频率，像素振幅。可检测亚像素级别振动。

Kingdary/LSTM-VAE

Unsupervised Deep Learning for Temporal Multi-Omics

Kingdary/Ensemble-Methods-for-Image-Classification

In this project, I implemented several ensemble methods (including bagging, AdaBoost, SAMME, stacking, snapshot ensemble) for a normal CNN model and Residual Neural Network.

Kingdary/Tensor-Robust-Principal-Component-Analysis-TRPCA

Tensor Robust Principal Component Analysis (TRPCA) based on a new tensor nuclear norm

Kingdary/Sparse-Autoencoders

Sparse Autoencoders using FashionMNIST dataset

Kingdary/FCN-TensorFlow

An Implementation of Fully Convolutional Networks in Tensorflow.

Kingdary/Sparse-Autoencoder

Kingdary/VaDE

Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering

Kingdary/vess2ret

A Keras implementation of pix2pix code adapted to generate retinal images from vessel networks.

Kingdary/QtEVM

C++ implementation of EVM(Eulerian Video Magnification), based on OpenCV and Qt.

Kingdary/MotionMagnification

Eulerian, Lagrangian, and Phase-Based Motion Magnification in MATLAB