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The InceptionImageFilter plugin can classify indexed images using Deep Learning.
The Inception V4 model is used for this purpose. It is currently not yet possible to use your own model or to extend or refine the existing model.
The plugin can be installed via the Mindbreeze InSpire Management Center by uploading the plugin archive in the "Plugins" panel in the "Configuration" section.
To configure the plug-in, open the "Indices" tab in the "Configuration" menu in the Mindbreeze Management Center. Add a new service in the "Services" area by clicking on the "+ Add Service" button. In the "Service" list, select the "FilterPlugin.InceptionImageFilter" plugin. "Display Name" can be freely selected.
Now configure the settings in the respective areas.
Specifies the TCP port under which this service will be accessible. It is important here that the port is not already in use by another service (e.g. Principal Resolution Cache, Index, or Client service).
Recognized Objects Metadata Name
Recognized Object Labels Metadata Name
Recognized Object Categories Metadata Name
Disable Image Classification
With this option, you can deactivate the image classification.
Use Top n Results
This option defines how many labels are to be used (default: 1). If "0" is configured, all labels with higher confidence than the minimum confidence level are used.
This option specifies the minimum confidence level of a label to be considered "correct".
Custom CSV Log Path
This option allows you to configure the path of the CSV log file. By default, this file is created in the log directory of the service.
The following information is stored in the CSV log for each processed document:
Max Thumbnail Width
This option defines the maximum width of the thumbnail.
Max Thumbnail Height
This option defines the maximum height of the thumbnail.
To configure the filter service, open the "Filters" tab in the "Configuration" menu in the Mindbreeze Management Center. Create a new filter service or edit an existing one. The "Display Name" can be freely selected.
Then select the filter plugin "FilterPlugin.InceptionImageFilterWrapper" from the desired file extensions.
Currently, the following file extensions are supported:
In the "Global Filter Plugin Properties" area, select "FilterPlugin.InceptionImageFilterWrapper(mindbreeze.filter.ContentFilterService)" and click on "+ Add". Then enter the URL with the port of the previously configured InceptionImageFilter service in the "URL of the InceptionImageFilterService" field.