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DeepLearningXRay

Double-view CNN walkthrough: Walkthrough on how to make changes and run the pprograms that generate the ..synthetic x-ray scattering images and pre-process them for deep learning training and testing, and ..then how to train and test the system. (Programs are in dtyu folder and the dtyu.zip files)

dtyu.zip ~ the zip folder of what is in dtyu

dtyu ~ImageTagger: Gui for Image recognition and tagging ~SimulationCode/generators: Simulation code for generating synthetic x-ray scattering images using physics ~xray_data/fbb_output: output folder for generated x-ray scattering images during pre-processing fbb ~xray_learning: programs that do the pre-processing for training and testing data

Poster and Report: "Improving machine-learning classificatiion of x-ray scattering images" written during .. the 2017 Summer Internship at Brookhaven National Laboratory.

Poster and Report: "Machine-learning aided image recognition and tagging" written during .. the 2016 Summer Internship at Brookhaven National Laboratory.

Powerpoint: "Robust and Scable Deep Learning for X-ray Synchrontron" presented at the 2017 Summer New York ..Scientific Data Summit (NYSDS '17) at New York University (NYU) on August 9th, 2017. Summit went from August ..7th to August 9th of 2017.

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