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Landmarks will not work if the image you're trying to have a landmark detected on, is a part of a collage. This means that just adding one image of e.g. a dog next to an image of e.g. the Eiffel Tower, will make the landmark detected detection say that there are no landmarks in the image.   This is a limitation of Azure Cognitive Services.

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