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VFP-Summer2024
VFP-Summer2024 PublicThe project focuses on 3D image segmentation using deep learning techniques, specifically applied to tomographic images of borosilicate glass spheres encased in a polypropylene matrix.
Jupyter Notebook
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SonarClassifier-FromScratch
SonarClassifier-FromScratch PublicSonarClassifier-FromScratch is a pure Python implementation of a neural network, aimed at classifying sonar signals. This project has been developed without the use of high-level machine learning l…
Python
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SURE-Summer2023
SURE-Summer2023 PublicContinuation from SULI-Winter2023. We are focusing on machine learning to assess the quality of Atomic Layer Deposition (ALD) processes and predicting the standard deviations of film thickness as a…
Jupyter Notebook 2
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SULI-Winter2023
SULI-Winter2023 PublicThe study uses machine learning to assess the quality of Atomic Layer Deposition (ALD) processes, focusing on predicting the standard deviations of film thickness as an indicator of quality.
Jupyter Notebook 2
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machinelearning-Fall2024
machinelearning-Fall2024 PublicThis repository contains machine learning models for predicting household income using Illinois ACS housing data. It includes a CNN regression model for income prediction and a CNN classification m…
Jupyter Notebook
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