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yanqiuyan's Projects

ae_ts icon ae_ts

Auto encoder for time series

eos icon eos

A lightweight 3D Morphable Face Model fitting library in modern C++14

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

gda icon gda

Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique

jvcr-3dlandmark icon jvcr-3dlandmark

Code for "Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization"

kernel-spd-pooling icon kernel-spd-pooling

The code of Learning a robust representation via a deep network on symmetric positive definite manifolds

lsfm icon lsfm

Large Scale Facial Model (LSFM) - an automatic pipeline for constructing 3D Morphable Models from large collections of facial meshes

lstm-fcn icon lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

lstm-human-activity-recognition icon lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN (Deep Learning algo). Classifying the type of movement amongst six activity categories - Guillaume Chevalier

mlstm-fcn icon mlstm-fcn

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

mscred icon mscred

tensorflow implement the paper A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

pose2seg icon pose2seg

Code for the paper "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.

satellite-imagery-road-extraction icon satellite-imagery-road-extraction

Developed a Software for semantic segmentation of remote sensing imagery using Fully Convolutional Networks (FCNs). Initially, this software developed for extracting the road network from high-resolution remote sensing imagery. And now, this software can be used to extract various features (Semantic segmentation of remote sensing imagery). This project can also extract from Vector Data. This is part of my Internship at ISRO (Indian SPace Research Organization)'s NRSC (National Remote Sensing Centre) campus.

sktime icon sktime

A scikit-learn compatible Python toolbox for learning with time series data

spdnet icon spdnet

GitHub repository for "A Riemannian Network for SPD Matrix Learning", AAAI 2017.

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