Search Results for author: Venkitesh Ayyar

Found 2 papers, 1 papers with code

Identifying Transients in the Dark Energy Survey using Convolutional Neural Networks

1 code implementation18 Mar 2022 Venkitesh Ayyar, Robert Knop Jr., Autumn Awbrey, Alexis Andersen, Peter Nugent

Performing a relabeling of the images in this subset, the resulting classification with CNNs is significantly better than previous results.

Astronomy Image Classification

The use of Convolutional Neural Networks for signal-background classification in Particle Physics experiments

no code implementations13 Feb 2020 Venkitesh Ayyar, Wahid Bhimji, Lisa Gerhardt, Sally Robertson, Zahra Ronaghi

The success of Convolutional Neural Networks (CNNs) in image classification has prompted efforts to study their use for classifying image data obtained in Particle Physics experiments.

General Classification Image Classification +1

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