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Transfer learning for CNN Predictor for cats and dogs images - Deep Learning (fast execution)

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Nov 30, 2023 1:27 PM
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Classifying Images of Cats and Dog with Transfer Learning - Training (fast execution) This workflow reads images of cats and dogs, performs some simple preprocessing, and uses Transfer Learning (VGG16) to train the 3 top layers and evaluate a Convolutional Neural Network (CNN) that is able to distinguish cat images from dog images (fast execution).

External resources

  • Dataset on Kaggle
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Used extensions & nodes

Created with KNIME Analytics Platform version 5.2.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
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    KNIME Conda IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
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    KNIME Deep Learning - Keras IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
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    KNIME Image ProcessingTrusted extension

    University of Konstanz / KNIME

    Version 1.8.3

    bioml-konstanz
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime

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