Real‑time ECG Signal detection using DL on edge devices (with Epsidy)

Jul 31, 2023
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Schema of the proposed DL architecture for R-peak detection (By Epsidy)

Schema of the proposed DL architecture for R-peak detection (By Epsidy)
Schema of the proposed DL architecture for R-peak detection (By Epsidy)

  • Developed a real-time R-peak detection app using deep learning on edge devices
  • Optimized and deployed ML models for efficient inference
  • Worked on real-time ECG signal analysis and segmentation for cardiologist diagnosis
  • Achieved a significant speed improvement from 4 seconds to 3 milliseconds
  • Successfully deployed AI models on Nvidia Jetson Nano for real-time production
Deep Learning Real-Time Application Models Optimization
Amdjed
Amdjed
ML intern @ IRT SystemX

My research interests include Privacy-Preserving ML.