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. 2023 May 26;9(6):e16757. doi: 10.1016/j.heliyon.2023.e16757

Table 1.

Primary elements in 72,980 Stable Diffusion prompts.

Topic Description
Subject The characters and objects in the image, such as “a cyborg”, “two dogs”, “a car”, “a wizard”, etc.
Medium The type of visual object that is the image, such as “digital illustration”, “photograph”, “3D render”, “concept art”, “poster”, etc.
Technique The tools and software used to create the image, such as “Blender”, “pincushion lens”, “Unreal engine”, “Octane”, etc.
Genre Aesthetic features that describe the artistic genre of the image, such as “anime”, “surreal”, “baroque”, “photorealistic”, sci-fi, black and white, epic fantasy, film noir, etc.
Mood Features that describe the atmosphere and emotions of the image, such as “beautiful”, “eerie”, “bleak”, etc.
Tone Features that describe the chromatic composition of the image, such as “pastel”, “synthwave colors”, “ethereal colors”, etc.
Lighting The use of light and shadows in the image “dark”, "cinematic lighting", "realistic shaded lighting", "studio lighting", radiant light, etc.
Resolution Features that describe the level of detail of the image, e.g. "highly-detailed", "photorealistic", "100 mm'', “8K”, “16K”, “HQ”, “sharp focus”, etc.
Artistic References Artists or works of art to use as inspiration, e.g. “Greg Rutkowski”, “Studio Ghibli”, “Artgerm”, “Zaha Hadid”, etc.
Reception/Popularity Awards, recognition, or trending status on art-focused platforms,. e.g. "trending on artstation", “masterpiece”, "award-winning”, etc.