Search Results for author: Shanthakumar S

Found 2 papers, 1 papers with code

Real-time Attention Span Tracking in Online Education

no code implementations29 Nov 2021 Rahul RK, Shanthakumar S, Vykunth P, Sairamnath K

Over the last decade, e-learning has revolutionized how students learn by providing them access to quality education whenever and wherever they want.

End-to-End Optimized Arrhythmia Detection Pipeline using Machine Learning for Ultra-Edge Devices

1 code implementation23 Nov 2021 Sideshwar J B, Sachin Krishan T, Vishal Nagarajan, Shanthakumar S, Vineeth Vijayaraghavan

The feature engineering employed in this research catered to optimizing the resource-efficient classifier used in the proposed pipeline, which was able to outperform the best performing standard ML model by $10^5\times$ in terms of memory footprint with a mere trade-off of 2% classification accuracy.

Arrhythmia Detection Atrial Fibrillation Detection +1

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