A night-vision smart camera that detects eye movements during REM sleep and triggers audio and visual alerts to promote lucidity.
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Updated
Aug 17, 2024 - C
A night-vision smart camera that detects eye movements during REM sleep and triggers audio and visual alerts to promote lucidity.
Luna software for sleep EEG analysis (base)
U-Time: A Fully Convolutional Network for Time Series Segmentation
Document and code that generates the Sleep Statistics defined at the Surrey Sleep Research Centre
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
ScoreREM: A user friendly Matlab-GUI for rapid eye movement (REM) sleep microstructure annotation and quantification
A Python package for behavioral state analysis using EEG. BEST includes tools automated sleep classification of long-term iEEG data recorded using implantable neural stimulation and recording devices, removal of DBS artifacts and feature extraction.
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
Analyzing all my Quantified Self data
basty (Automated Behavioral Analysis of Asleep Fruit Fly) is a software designed to analyze behavioral correlates of sleep in Drosophila Melanogaster.
EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.
Sleep Disorder Detection App! This app uses a machine learning model to detect potential sleep disorders based on user input features such as age, gender, occupation, sleep duration, and more. It also provides helpful tips and insights based on the predictions.
The Dream Catcher project utilizes computer vision tools like OpenCV and MediaPipe to track head movements during sleep. It employs NumPy for data manipulation and Pandas for organizing data into tables. Matplotlib is then used to visualize the analyzed results.
Sleep health data analysis.
This is a learning project on dbt Core. It was made while working at Nimbus Intelligence as an Analytics Engineer. The end result can be seen in the following dashboard.
Visualization and ANalysis of timE SerieS dAta - Drosophila Activity Monitors
This is a sleep quality prediction Machine Learning Project
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