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Tao Xianming's Projects

glmhmm icon glmhmm

Combine GLM and HMM to calculate hidden states with X and Y time series data.

happ_ec icon happ_ec

Human Appearance Phenotyping from Photos: Eye Color

hdbscan icon hdbscan

A high performance implementation of HDBSCAN clustering.

ifc icon ifc

Video Instance Segmentation using Inter-Frame Communication Transformers (NeurIPS 2021)

kalman icon kalman

Some Python Implementations of the Kalman Filter

kpca-matlab icon kpca-matlab

MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).

kts icon kts

Kernel Temporal Segmentation

labelme2coco icon labelme2coco

How to create custom COCO data set for instance segmentation

ldps icon ldps

Learning DTW-Preserving Shapelets

mask2former icon mask2former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

models icon models

Models and examples built with TensorFlow

mots_tools icon mots_tools

Tools for evaluating and visualizing results for the Multi Object Tracking and Segmentation (MOTS) task

mots_tools-1 icon mots_tools-1

data visualization and evaluation tools for multi-object tracking and segmentation(MOTS) task

ms_var icon ms_var

Stan-code for Markov-switching vector autoregressive models

openlabeling icon openlabeling

Label images and video for Computer Vision applications

paddle icon paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

paddleseg icon paddleseg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, etc.

pml-book icon pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

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