{"id":35,"date":"2023-11-24T01:54:44","date_gmt":"2023-11-24T00:54:44","guid":{"rendered":"https:\/\/meilleurpromptdefrance.fr\/?page_id=35"},"modified":"2023-11-24T01:54:44","modified_gmt":"2023-11-24T00:54:44","slug":"image-prompting","status":"publish","type":"page","link":"https:\/\/meilleurpromptdefrance.fr\/index.php\/image-prompting\/","title":{"rendered":"Image Prompting"},"content":{"rendered":"\n<p>Image prompting is a technique that consists of using words to indicate to an artificial intelligence model what one wants it to do or produce, usually in the absence of visual examples. For example, if one wants an artificial intelligence model to generate an image but has nothing to show it as an example, what would one do? One would try to describe what one wants with as much precision as possible. <a href=\"https:\/\/www.img2prompt.io\/\">This is what is called image prompting<\/a><a href=\"https:\/\/www.img2prompt.io\/\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>1<\/sup><\/a>.<\/p>\n\n\n\n<p>There are different tools that exist for image prompting, such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/promptomania.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Stable Diffusion, a text-to-image model that uses diffusion to generate high-quality and diverse images from natural language prompts<\/a><a href=\"https:\/\/promptomania.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>2<\/sup><\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.123x.ai\/unprompt\/\" target=\"_blank\" rel=\"noreferrer noopener\">Midjourney, a text-to-image model that uses a transformer encoder-decoder architecture and a large-scale dataset to generate realistic and coherent images from natural language prompts<\/a><a href=\"https:\/\/www.123x.ai\/unprompt\/\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>3<\/sup><\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.feedough.com\/ai-prompt-generator\/\" target=\"_blank\" rel=\"noreferrer noopener\">DALL-E, a text-to-image model that uses a transformer encoder-decoder architecture and a large-scale dataset to generate diverse and creative images from natural language prompts<\/a><a href=\"https:\/\/www.feedough.com\/ai-prompt-generator\/\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>4<\/sup><\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/chrome.google.com\/webstore\/detail\/image-to-prompt-generator\/keeadpdalpdcbbflbkcegcgkepadgahn\" target=\"_blank\" rel=\"noreferrer noopener\">IP-Adapter, a lightweight adapter that enables image prompt capability for pretrained text-to-image diffusion models, allowing users to incorporate an image alongside a text prompt to shape the resulting image\u2019s composition, style, color palette or even faces<\/a><a href=\"https:\/\/chrome.google.com\/webstore\/detail\/image-to-prompt-generator\/keeadpdalpdcbbflbkcegcgkepadgahn\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>5<\/sup><\/a>.<\/li>\n<\/ul>\n\n\n\n<p>Image prompting can also have some biases, such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/arxiv.org\/abs\/2304.06034\" target=\"_blank\" rel=\"noreferrer noopener\">Social biases, which reflect how occupations, personality traits, and everyday situations are depicted across representations of (perceived) gender, age, race, and geographical location in the generated images<\/a><a href=\"https:\/\/arxiv.org\/abs\/2304.06034\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>6<\/sup><\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.img2prompt.io\/\">Occupational biases, which exclude certain groups of people from the results for neutral prompts related to professions or roles<\/a><a href=\"https:\/\/arxiv.org\/abs\/2304.06034\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>6<\/sup><\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/arxiv.org\/abs\/2304.06034\" target=\"_blank\" rel=\"noreferrer noopener\">Geographical biases, which show that images generated for location-neutral prompts are closer and more similar to images generated for locations of certain countries or regions<\/a><a href=\"https:\/\/arxiv.org\/abs\/2304.06034\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>6<\/sup><\/a>.<\/li>\n<\/ul>\n\n\n\n<p>Image prompting can also cause some IP issues, such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/pub.towardsai.net\/learn-prompting-101-prompt-engineering-course-challenges-d93d58c56858\" target=\"_blank\" rel=\"noreferrer noopener\">Infringement of intellectual property rights, which occurs when the generated images use or copy elements from existing images that are protected by copyrights, trademarks, patents, or trade secrets<\/a><a href=\"https:\/\/pub.towardsai.net\/learn-prompting-101-prompt-engineering-course-challenges-d93d58c56858\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>7<\/sup><\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/pub.towardsai.net\/learn-prompting-101-prompt-engineering-course-challenges-d93d58c56858\" target=\"_blank\" rel=\"noreferrer noopener\">Lack of attribution or consent, which occurs when the generated images use or copy elements from existing images without giving credit or obtaining permission from the original creators or owners<\/a><a href=\"https:\/\/pub.towardsai.net\/learn-prompting-101-prompt-engineering-course-challenges-d93d58c56858\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>7<\/sup><\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/pub.towardsai.net\/learn-prompting-101-prompt-engineering-course-challenges-d93d58c56858\" target=\"_blank\" rel=\"noreferrer noopener\">Ethical and moral dilemmas, which occur when the generated images use or copy elements from existing images that are sensitive, controversial, or harmful to someone physically, emotionally, or financially<\/a><a href=\"https:\/\/pub.towardsai.net\/learn-prompting-101-prompt-engineering-course-challenges-d93d58c56858\" target=\"_blank\" rel=\"noreferrer noopener\"><sup>7<\/sup><\/a>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Image prompting is a technique that consists of using words to indicate to an artificial intelligence model what one wants it to do or produce, usually in the absence of visual examples. For example, if one wants an artificial intelligence model to generate an image but has nothing to show it as an example, what [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-35","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/meilleurpromptdefrance.fr\/index.php\/wp-json\/wp\/v2\/pages\/35","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meilleurpromptdefrance.fr\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/meilleurpromptdefrance.fr\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/meilleurpromptdefrance.fr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/meilleurpromptdefrance.fr\/index.php\/wp-json\/wp\/v2\/comments?post=35"}],"version-history":[{"count":1,"href":"https:\/\/meilleurpromptdefrance.fr\/index.php\/wp-json\/wp\/v2\/pages\/35\/revisions"}],"predecessor-version":[{"id":36,"href":"https:\/\/meilleurpromptdefrance.fr\/index.php\/wp-json\/wp\/v2\/pages\/35\/revisions\/36"}],"wp:attachment":[{"href":"https:\/\/meilleurpromptdefrance.fr\/index.php\/wp-json\/wp\/v2\/media?parent=35"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}