pingyang-py Goto Github PK

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

anomaly_detection

A list of anomaly detection and classification papers for robotics and the other area

bp_features_extraction

对同步采集的三个信号：PPG、ECG、BP进行特征提取的matlab程序

bus_arrival_time_prediction

To predict t

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deepinterests

深度有趣

distribute_mnist

TensorFlow分布式MNIST手写字体识别实例

dl-ecg-review

A Review of Deep Learning Methods on ECG Data

ecg

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

g2o

g2o: A General Framework for Graph Optimization

kaggle-projects

keras-timeseries-prediction

Time series prediction with Sequential Model and LSTM units

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

kmeans-anchor-boxes

k-means clustering with the Intersection over Union (IoU) metric as described in the YOLO9000 paper

latex-template

LaTeX template for BIT thesis

librosa

Python library for audio and music analysis

mimo-svr

multiple input, multiple output support vector regression

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

peak-detector

Multimodal peak detection using ECG, ABP, PPG or SV

ppg

Code to estimate HR from PPG signals using Subspace Decomposition and Kalman filter for the dataset of 22 PPG recordings provided for the 2015 IEEE Signal Processing Cup (SP Cup) competition. The traces are stored in folder 'DATABASE'. Please cite this publication when referencing this material: "Measuring Heart Rate During Physical Exercise by Subspace Decomposition and Kalman Smoothing", IEEE Transaction on Instrumentation & Measurement.

ppg-heart-rate-classifier

Extract quality heart rate segments from noisy/motion affected raw PPG measurements

ppgprocessing

Obtain heart rate and SpO2 level from PPG data

scikit-learn

scikit-learn: machine learning in Python

skeleton-based-action-recognition-papers

The paper list about skeleton-based action recognition.

spcup2015_ppg_learning

An implementation referencing "Hsu, YungChien, Yen-Liang Lin, and Winston Hsu. "Learning-based heart rate detection from remote photoplethysmography features." Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on. IEEE, 2014."

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-serving-yolov3

本项目主要对原tensorflow-yolov3版本做了许多细节上的改进,增加了TensorFlow-Serving工程部署,训练了多个数据集，包括Visdrone2019, 安全帽等, 安全帽mAP在98%左右, 推理速度1080上608的尺寸大概25fps.

tensorflow-tutorials-for-time-series

TensorFlow Tutorial for Time Series Prediction

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper