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  • The University of Sydney

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  1. Deep_pruning_medical_image Deep_pruning_medical_image Public

    This repo implements the network pruning based on ResNet and VGG for medical image analysisis. It also implements a sparsity-based optimization training method DSD and an adjusted method IST

    Python 4

  2. Medical-image-segmentation Medical-image-segmentation Public

    This repo implement several finetuned segmentation model pretrained on ImageNet for medical image analysis (e.g. Ultrasound, Skin lesion, medical sub-figure)

    Python 2

  3. Feature_relevance_optimization Feature_relevance_optimization Public

    This repo implement a optimization method that use the similarity distance and feature ranking to remove irrelevant generic image features from the pre-trained models with large dissimilarities to …

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  4. Cifar-Minist_Classification Cifar-Minist_Classification Public

    Use machine learning and deep learning for Minist/Cifar classification

    Jupyter Notebook 1

  5. Terrorism_Visulization Terrorism_Visulization Public

    This repo provide the visualization about terrorism from a high-level overview with the aim of identifying possible patterns and trends.

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  6. NUS_MIT-Datathon-2020-data-analysis NUS_MIT-Datathon-2020-data-analysis Public

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