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Prompt engineering for image generation: Difference between revisions
Prompt engineering for image generation (view source)
Revision as of 13:04, 2 April 2023
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The prompt should contain a noun, adjective, and verb to create an interesting subject. A prompt with more than three words should be written to give the AI a clear context. Multiple adjectives should be used to infuse multiple feelings into the artwork. It is also recommended to include the name of the artist, which will mimic the style of that artist. Additionally, banned words by the AI generator should be avoided to prevent being banned. <ref name="”12”"></ref> The use of abstract words leads to more diverse results, while concrete words lead to all pictures showing the same concrete thing. For tokenization (the separation of a text into smaller units—tokens), commas, pipes, or double colons can be used as hard separators, but the direct impact of tokenization is not always clear. <ref name="”13”"></ref> | The prompt should contain a noun, adjective, and verb to create an interesting subject. A prompt with more than three words should be written to give the AI a clear context. Multiple adjectives should be used to infuse multiple feelings into the artwork. It is also recommended to include the name of the artist, which will mimic the style of that artist. Additionally, banned words by the AI generator should be avoided to prevent being banned. <ref name="”12”"></ref> The use of abstract words leads to more diverse results, while concrete words lead to all pictures showing the same concrete thing. For tokenization (the separation of a text into smaller units—tokens), commas, pipes, or double colons can be used as hard separators, but the direct impact of tokenization is not always clear. <ref name="”13”"></ref> | ||
* '''Nouns:''' denotes the subject in a prompt. The generator will produce an image without a noun although not meaningfull. <ref name="”6”"></ref> | * '''Nouns:''' denotes the subject in a prompt. The generator will produce an image without a noun although not meaningfull. <ref name="”6”">Raj, G (2022). How to Write Good Prompts for AI Art Generators: Prompt Engineering Made Easy. Decentralized Creator. https://decentralizedcreator.com/write-good-prompts-for-ai-art-generators/</ref> | ||
*'''Adjectives:''' can be used to try to convey an emotion or be used more technically (e.g. beautiful, magnificent, colorful, massive). <ref name="”6”"></ref> | *'''Adjectives:''' can be used to try to convey an emotion or be used more technically (e.g. beautiful, magnificent, colorful, massive). <ref name="”6”"></ref> | ||
*'''Artist names:''' the artstyle of the chosen artist will be included in the image generation. There is also an unbundling technique (figure 3a and 3b) that proposes a “long description of a particular style of the artist’s various characteristics and components instead of just giving the artist names.” <ref name="”6”"></ref> | *'''Artist names:''' the artstyle of the chosen artist will be included in the image generation. There is also an unbundling technique (figure 3a and 3b) that proposes a “long description of a particular style of the artist’s various characteristics and components instead of just giving the artist names.” <ref name="”6”"></ref> | ||