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@arrhythmia-detection

arrhythmia detection

Contains the codebase developed during CSE713 Group Project Fall 2024 under the supervision of Mr. Annajiat Alim Rasel.

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  1. ESP32TFMicro ESP32TFMicro Public

    Abstracts away all the low-level complexity of TensorFlow Lite Micro and makes it really easy to deploy TFLM models on supported ESP32 boards. By default, this library prints per ops wise execution…

    C++

  2. ArrhythmiaDetectionModels ArrhythmiaDetectionModels Public

    This repository contains ML codebase developed during CSE713 group project

    Jupyter Notebook

  3. tflm_esp32 tflm_esp32 Public

    Forked from eloquentarduino/tflm_esp32

    My fork of eloquentarduino/tflm_esp32

    C++

  4. .github .github Public

  5. AuthorProvidedFeaturesCombinedDT AuthorProvidedFeaturesCombinedDT Public

    Deploys a vanilla Decision Tree for Arrhythmia classification using Chapman ECG dataset on Arduino UNO board

    C++

  6. AuthorFeatureExtractedDecisionTreeEsp32S3 AuthorFeatureExtractedDecisionTreeEsp32S3 Public

    Deploys a vanilla non-optimized Decision Tree for Arrhythmia classification using Chapman ECG dataset on ESP32-S3 dev kit

    C++

Repositories

Showing 9 of 9 repositories
  • OptimizedMLPFloat32 Public

    Deploys a simple MLP to ESP32-S3 chip to do arrhythmia classification using Chapman ECG dataset

    arrhythmia-detection/OptimizedMLPFloat32’s past year of commit activity
    C++ 0 0 0 0 Updated Jan 21, 2025
  • ESP32TFMicro Public

    Abstracts away all the low-level complexity of TensorFlow Lite Micro and makes it really easy to deploy TFLM models on supported ESP32 boards. By default, this library prints per ops wise execution time via Serial. This makes it really easy to collect metrics for logging.

    arrhythmia-detection/ESP32TFMicro’s past year of commit activity
    C++ 0 MIT 0 0 0 Updated Jan 21, 2025
  • tflm_esp32 Public Forked from eloquentarduino/tflm_esp32

    My fork of eloquentarduino/tflm_esp32

    arrhythmia-detection/tflm_esp32’s past year of commit activity
    C++ 0 MIT 4 0 0 Updated Jan 19, 2025
  • AuthorProvidedFeaturesCombinedDT Public

    Deploys a vanilla Decision Tree for Arrhythmia classification using Chapman ECG dataset on Arduino UNO board

    arrhythmia-detection/AuthorProvidedFeaturesCombinedDT’s past year of commit activity
    C++ 0 0 0 0 Updated Jan 11, 2025
  • AuthorProvidedFeaturesCombinedDTOptimized Public

    Deploys an optimized Decision Tree for Arrhythmia classification using Chapman ECG dataset on Arduino UNO board

    arrhythmia-detection/AuthorProvidedFeaturesCombinedDTOptimized’s past year of commit activity
    C++ 0 0 0 0 Updated Jan 11, 2025
  • AuthorFeatureExtractedDecisionTreeOptimizedEsp32S3 Public

    Deploys an optimized Decision Tree for Arrhythmia classification using Chapman ECG dataset on ESP32-S3 dev kit

    arrhythmia-detection/AuthorFeatureExtractedDecisionTreeOptimizedEsp32S3’s past year of commit activity
    C++ 0 0 0 0 Updated Jan 11, 2025
  • AuthorFeatureExtractedDecisionTreeEsp32S3 Public

    Deploys a vanilla non-optimized Decision Tree for Arrhythmia classification using Chapman ECG dataset on ESP32-S3 dev kit

    arrhythmia-detection/AuthorFeatureExtractedDecisionTreeEsp32S3’s past year of commit activity
    C++ 0 0 0 0 Updated Jan 11, 2025
  • ArrhythmiaDetectionModels Public

    This repository contains ML codebase developed during CSE713 group project

    arrhythmia-detection/ArrhythmiaDetectionModels’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jan 10, 2025
  • .github Public
    arrhythmia-detection/.github’s past year of commit activity
    0 0 0 0 Updated Jan 1, 2025

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