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20182022
most citedDetection of Islands and Droplets on Smectic Films Using Machine Learning

13 citations · 21 across the 4 of their papers we have counts for

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cond-mat.soft2019

End-to-End Machine Learning for Experimental Physics: Using Simulated Data to Train a Neural Network for Object Detection in Video Microscopy

Eric N. Minor, Stian D. Howard, Adam A. S. Green +2

We demonstrate a method for training a convolutional neural network with simulated images for usage on real-world experimental data. Modern machine learning methods require large,…