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YAN Yiqing / Motif Search
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Machine learning classifiers are built and trained to diagnose the group, either ”Autism” or ”Control”, on the open source data ABIDE-II (Autism Brain Imaging Data Exchange, comprised of mainly Anatomical MRI and rs-fMRI scans).
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The ImageGenerator class is designed for image oversampling tasks. It supports the addition of Gaussian noise, rotation, luminosity adjustment, and zooming in or out on images. Currently, the class is configured to work only with .jpg images. This tool is particularly useful in augmenting datasets for machine learning models, especially in scenarios where data diversity is needed to train robust models.
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Openairinterface 5G Wireless Implementation
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