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ImageRecognition with PyTorch

PyTorchPython ScriptImage Recognition
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Mar 27, 2024 8:01 PM
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Riconoscimento delle immagini con una rete CNN. La particolarità di questo workflow è quella di utilizzare PyTorch, all'interno di un nodo Python Script, invece dei nodi KNIME Image Processing. Ciò per superare un limite di questi ultimi, che si dimostrano inefficienti quando il numero di immagini da elaborare sia elevato (nell'ordine di diversi GB). La soluzione proposta, oltre ad essere più efficiente e anche più veloce ed è quindi raccomandata

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Used extensions & nodes

Created with KNIME Analytics Platform version 5.2.2
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.2

    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 JavaScript Views (Labs)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
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    KNIME Python 2 Integration (legacy)

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime

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