The EnqueueTaggingAction allows to enqueue the auto-tagging. Editors can add the tagging model, language code (for tags to use), and match value (confidence value for tag prediction) to a Layer and by assigning the Layer to Content Items, Fotoware Alto Business Rules extract the settings and send the items to Clarifai with the desired configuration. This way, editors can, for example, easily apply the celebrity layer for tagging or flag content that is deemed as possibly problematic and gets tagged with e.g., pollution, nudity, or weapon.

Clarifai supports different models, each specialized for different purposes such as

• tagging celebrities
• demographics
• apparel and fashion
• travel
• or others.

A better-suited model increases the number of matches for tags. The models are listed here: https://www.clarifai.com/models. Additionally, a custom model can use keyword lists to match company-specific or custom terms. Up until now, Fotoware Alto has used the general model to find tags, as it is the best fit for general purposes. It recognizes over 11,000 different concepts, including objects, themes, moods, and more, with outputs in 23 different languages.

Specific definitions

Example parameters for AI tagging with Clarifai

"actions": [
    {
        "kind": "EnqueueTaggingAction",
        "options": {
            "kind": "ClarifaiTaggingOptions",
            "model": "aaa03c23b3724a16a56b629203edc62c",
            "language": "en",
            "minimumValue": "0.8",
            "tagOutputFormatId": "Preview",
            "keywordLookupCacheName": "ControlledVocabularyCache",
            "taggingLayerId": "AutoTagging",
            "foundTagsFieldId": "matches",
            "missingKeywordsFieldId": "noMatches"
        },
        "traceRefId": null
    }
],

Example parameters for simulated tagging

"actions": [
    {
        "kind": "EnqueueTaggingAction",
        "options": {
            "kind": "SimulatedTaggingOptions",
            "tagOutputFormatId": "Preview",
            "keywordLookupCacheName": "test",
            "taggingLayerId": "BasicInformation",
            "foundTagsFieldId": "Matches",
            "missingKeywordsFieldId": "NoMatches",
            "numberOfKeywords": "10"
        }
    }
],