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Without depth data, you would not have depth data.
You might yourself supply dummy values for the purpose of a fantasy environment or tutorial. But an RGB photo would not supply this information... unless it's a controlled environment. A Lego playset for example may have depth derived by color/position.
Generally, grayscale output varies widely depending upon the specific method or workflow.
