Search Results for author: Siddharth Sharma

Found 5 papers, 2 papers with code

Automated Detection of Patients in Hospital Video Recordings

no code implementations28 Nov 2021 Siddharth Sharma, Florian Dubost, Christopher Lee-Messer, Daniel Rubin

We evaluate an ImageNet pre-trained Mask R-CNN, a standard deep learning model for object detection, on the task of patient detection using our own curated dataset of 45 videos of hospital patients.

EEG Electroencephalogram (EEG) +2

QEML (Quantum Enhanced Machine Learning): Using Quantum Computing to Enhance ML Classifiers and Feature Spaces

1 code implementation22 Feb 2020 Siddharth Sharma

Machine learning and quantum computing are two technologies that are causing a paradigm shift in the performance and behavior of certain algorithms, achieving previously unattainable results.

BIG-bench Machine Learning

Urban Driving with Conditional Imitation Learning

no code implementations30 Nov 2019 Jeffrey Hawke, Richard Shen, Corina Gurau, Siddharth Sharma, Daniele Reda, Nikolay Nikolov, Przemyslaw Mazur, Sean Micklethwaite, Nicolas Griffiths, Amar Shah, Alex Kendall

As our main contribution, we present an end-to-end conditional imitation learning approach, combining both lateral and longitudinal control on a real vehicle for following urban routes with simple traffic.

Autonomous Driving Imitation Learning +1

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