😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.
☆22Jul 10, 2026Updated 2 months ago
Alternatives and similar repositories for deepsleep2
Users that are interested in deepsleep2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper "BCGNet: Pretrained on Nearly 600K Hours of PSG Enables Contactless BCG-based Sleep Monitoring"☆20May 7, 2026Updated 4 months ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆36Oct 11, 2021Updated 4 years ago
- Transfer learning for sleep stage detection☆38Aug 25, 2021Updated 5 years ago
- sleep apnea, time window, artificial neural network, time series, MLP☆18Jan 17, 2020Updated 6 years ago
- [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆36Oct 12, 2025Updated 11 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Notebooks for training the classifier of YASA sleep staging☆26Nov 20, 2021Updated 4 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12May 24, 2020Updated 6 years ago
- Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selectio…☆11Jun 26, 2022Updated 4 years ago
- Reference and learning notebooks on the use of Spark for ML and analytical applications☆12Mar 1, 2019Updated 7 years ago
- Online Fashion Commerce Website☆11Nov 24, 2025Updated 9 months ago
- ☆15Mar 14, 2023Updated 3 years ago
- Udacity Data Engineering Nanodegree Project 3☆11Jul 14, 2019Updated 7 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆46Jun 4, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆17Nov 23, 2021Updated 4 years ago
- GiMeFive: Towards Interpretable Facial Emotion Classification 😄😲😭😡🤢😨 (PyTorch Implementation)☆15Jul 6, 2024Updated 2 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 7 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆101Aug 10, 2026Updated last month
- Introduction to Modern Data Analytics Tools Docker, Airbyte, DBT, Apache Superset with Brazilian Ecommerce Data & Applying RFM in DBT☆13Sep 8, 2022Updated 4 years ago
- ☆11Aug 25, 2020Updated 6 years ago
- ☆14May 5, 2023Updated 3 years ago
- NodeJS driver for the Wifi Shield☆16Dec 6, 2022Updated 3 years ago
- The sorce code for the realtime video descriptors: HOG, HOF, MBH and HMG☆10Feb 6, 2017Updated 9 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- simple native XQuery processing module using xqilla.☆11Mar 24, 2012Updated 14 years ago
- The official NodeJS driver for the Cyton board over Serial.☆16Feb 18, 2019Updated 7 years ago
- Practical guidlines with machine learning lifecycle especially in computer vision domains☆17Jun 16, 2023Updated 3 years ago
- Automated sleep staging scoring and narcolepsy identification☆93Jun 24, 2024Updated 2 years ago
- ☆16Jul 29, 2026Updated last month
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Dec 20, 2021Updated 4 years ago
- XJGARSDK是一个免费的跨平台实时视频处理库，只需学会一套API就可以在MAC、Windows、Linux、IOS、Android等主流操作系统，提供了业界领先的视频磨皮美颜、视频滤镜、人脸实时整形（瘦脸、大眼睛等）、人脸动态贴纸等功能的库。本项目包含了Windows(…☆15Sep 4, 2019Updated 7 years ago
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆28Feb 17, 2022Updated 4 years ago
- EEG data Classification & Anomaly Detection with NuPIC☆13Oct 29, 2014Updated 11 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Some scripts used for action recognition on UCF101 dataset☆11Dec 2, 2015Updated 10 years ago
- [WIP] Trying to understand how to deal with DeepFilterNet in a custom STFT pipeline☆17Jun 20, 2024Updated 2 years ago
- Convert optical density data (red and infrared) from functional near infrared spectrope (fNIRS) to oxy, de-oxy haemoglobin concentrations…☆15Aug 15, 2019Updated 7 years ago
- Action Recognition in Videos using Stacked Optical Flow and HOGHOF features.☆11May 8, 2017Updated 9 years ago
- This repository contains an example of how to leverage Cloud Composer and Cloud Dataflow to move data from a Microsoft SQL Server to BigQ…☆20Mar 25, 2026Updated 5 months ago
- A minimal React application using Apollo Client with a mocked GitHub's GraphQL API by implementing an own GraphQL schema.☆17Jun 12, 2020Updated 6 years ago
- ☆11Oct 5, 2020Updated 5 years ago