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prateekiitr's Projects

amsgradp icon amsgradp

Imporved AdamP called AMSGradP is suitable for intelligent fault diagnosis (故障诊断)

arrhythmia-classification-of-12-leads-ecg icon arrhythmia-classification-of-12-leads-ecg

A Keras implementation of "A 12-Lead ECG Arrhythmia Classification Method Based on 1D Densely Connected CNN", A 3rd prize solution of "The First China ECG Intelligent Competition"

automatic-ecg-diagnosis icon automatic-ecg-diagnosis

Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".

beamailite-ios icon beamailite-ios

Monitor stress, heart rate and heart rate variability through the selfie camera. Source code for the Beam AI Lite iOS app.

biobss icon biobss

A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electrodermal activity (EDA) and 3-axis acceleration (ACC).

biosignalsnotebooks icon biosignalsnotebooks

biosignalsnotebooks project includes a set of Jupyter Notebooks explaining some processing tasks which have been specially designed for biosignalsplux and OpenSignals users. A Python package is also present, containing some functions to support biosignalsnotebooks notebooks or to be used independently.

bokeh icon bokeh

The interactive demo of the interpretation of the anomaly detection with Triadic Motif Fields.

bpk409-lab1-daq icon bpk409-lab1-daq

The purpose of this lab is to learn how to set up the wearable data acquisition system, collect the first sensor data, and filter and analyse the data.

cardio icon cardio

CardIO is a library for data science research of heart signals

cloops2 icon cloops2

Enhanced and elegant flexible peak/loop/domain -calling and analysis tool for 1D/3D genomic data.

construe icon construe

An abductive framework for the interpretation of time series, with special application to ECG data.

contrast-phys icon contrast-phys

[ECCV 2022] Contrast-Phys: Unsupervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast

deepface icon deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

deepfilter icon deepfilter

This repository contains the codes for DeepFilter

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