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CRAFTED_objectdetector_GVision_base64_public

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Jul 13, 2022 9:49 AM
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This workflow will detect objects in images, using the Google vision API. The workflow builds upon the results from the workflow 'CRAFTED_get-data-MINT_public: 1. read data about the image from a MongoDB and load the image 2. base65 encode the image 3. execute a request to Google Vision object detection 4. recalculate result to xywh-pixel coordinates 5. write the result in W3C annotation format to a file 6. write the result in W3C annotation format to the MongoDB Configuration: - set mongoDB connection to read image metadata [see workflow 'CRAFTED_get-data-MINT_public] - set CP name and dataset ID - set API key in Post Request node - set mongoDB connection to write results - set path to annotations folder Requirements: - MongoDB Compass (see https://www.mongodb.com/products/compass) - a Google Vision account and API_KEY (see https://cloud.google.com/vision; https://cloud.google.com/vision/docs/object-localizer)
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.7.1
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.1

    knime
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    KNIME Basic File System ConnectorsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME JSON-ProcessingTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME MongoDB IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME REST Client ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    Palladian for KNIMEUnknown extension

    This is an unpublished or unknown extension.

    palladian.ws

    Version 2.7.0

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