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Image_Classification_MNIST_Solution

Deep learningKerasImage classification
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VersionKAP v5.4Latest, created on 
Mar 6, 2025 9:05 AM
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Simple CNN for Image Classification

Train a CNN model to classify MNIST images.
- Define network structure
- Prepare and read the dataset
- Preprocess images
- Train the model and evaluate performance

The enclosed pictures are from the MNIST dataset originally published by Yann LeCun (http://yann.lecun.com/).

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Used extensions & nodes

Created with KNIME Analytics Platform version 5.4.1
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Versions 4.3.0, 5.4.1

    knime profile image
    knime
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    KNIME Deep Learning - Keras IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.4.0

    knime profile image
    knime
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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.4.1

    knime profile image
    knime
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    KNIME Image ProcessingTrusted extension

    University of Konstanz / KNIME

    Version 1.8.3

    bioml-konstanz

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