{"id":4442,"date":"2021-12-16T11:19:58","date_gmt":"2021-12-16T09:19:58","guid":{"rendered":"http:\/\/www.reynalddrouhin.net\/edu\/dataflow\/?p=4442"},"modified":"2023-01-10T09:59:12","modified_gmt":"2023-01-10T07:59:12","slug":"generate-jean-baptiste-nicolas","status":"publish","type":"post","link":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/2021\/12\/generate-jean-baptiste-nicolas\/","title":{"rendered":"Generate \/ Jean-Baptiste Nicolas"},"content":{"rendered":"<p>Les r\u00e9seaux antagonistes g\u00e9n\u00e9ratifs (ou GANs), en intelligence artificielle, sont une classe d&rsquo;algorithmes d&rsquo;apprentissage non supervis\u00e9. Ils permettent de g\u00e9n\u00e9rer \u00e0 partir d&rsquo;une base de donn\u00e9es des images parfois abstraites, parfois extr\u00eamement r\u00e9alistes, parfois les deux \u00e0 la fois. Bien que quelques solutions nous permettent contre de l&rsquo;argent de commencer \u00e0 g\u00e9n\u00e9rer nos propres images en ligne, l&rsquo;outil reste incompr\u00e9hensible pour le graphiste que je suis. Les images produites par certains d\u00e9veloppeurs sont pourtant int\u00e9ressantes, elles repr\u00e9sentent pour moi une version distordue de la r\u00e9alit\u00e9, une \u00e9trange copie du r\u00e9el, le monde physique simul\u00e9 par un algorithme. Cependant, apr\u00e8s quelques essais de g\u00e9n\u00e9ration et quelques recherches, les GANs, d&rsquo;abord pr\u00e9sent\u00e9s comme de nouveaux outils de cr\u00e9ation, ne semblent pas vraiment trouver leur place dans l&rsquo;art. Il est en effet difficile pour un artiste de s&#8217;emparer techniquement de l&rsquo;outil, de le d\u00e9cortiquer. J&rsquo;ai donc d\u00e9cid\u00e9 d&rsquo;essayer moi-m\u00eame, j&rsquo;ai pass\u00e9 beaucoup d&rsquo;heures \u00e0 lire de la th\u00e9orie et \u00e0 essayer de comprendre les m\u00e9canismes derri\u00e8re cet algorithme et je suis pass\u00e9 \u00e0 la pratique. J&rsquo;ai donc entrepris de produire une police de caract\u00e8re \u00e0 partir d&rsquo;un r\u00e9seau antagoniste g\u00e9n\u00e9ratif et d&rsquo;une large base de donn\u00e9es typographique, afin d&rsquo;appliquer cet outil \u00e0 un nouvel exercice et ainsi \u00e9valuer le niveau d&rsquo;accessibilit\u00e9 des GANs pour les artistes. Le but \u00e9tant de juger si l&rsquo;outil est accessible et adaptable en autodidacte et donc r\u00e9ellement utilisable dans les champs du Design Graphique ou si ce dernier, encore jeune et manquant de documentation, est impossible \u00e0 d\u00e9tourner.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Les r\u00e9seaux antagonistes g\u00e9n\u00e9ratifs (ou GANs), en intelligence artificielle, sont une classe d&rsquo;algorithmes d&rsquo;apprentissage non supervis\u00e9. Ils permettent de g\u00e9n\u00e9rer \u00e0 partir d&rsquo;une base de donn\u00e9es des images&#8230;<\/p>\n","protected":false},"author":20,"featured_media":4443,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[37,4],"tags":[833,834,832,114,260,835,823],"class_list":["post-4442","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-etudiants","category-projets","tag-base-de-donnee","tag-generation","tag-intelligence-artificiel","tag-monde","tag-realite","tag-simulation","tag-typographie"],"jetpack_featured_media_url":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2021\/12\/4fdd066384c9864d46d6.jpg","jetpack_shortlink":"https:\/\/wp.me\/p72hC6-19E","jetpack-related-posts":[{"id":33,"url":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/2010\/06\/le-grand-generique-%e2%80%a8de-tous-les-etres-humains\/","url_meta":{"origin":4442,"position":0},"title":"Le Grand G\u00e9n\u00e9rique \u2028de tous les \u00eatres humains","author":"Reynald Drouhin","date":"22 juin 2010","format":false,"excerpt":"http:\/\/www.thegrandcredits.info\/ Un long g\u00e9n\u00e9rique d\u00e9file lentement sur l'\u00e9cran de cin\u00e9ma, de bas en haut. Pr\u00e9nom, nom. Pr\u00e9nom, nom... C'est la liste des noms de tous les \u00eatres humains. Tout le monde est nomm\u00e9, et tous les noms sont affich\u00e9s avec la m\u00eame importance visuelle. La liste n'est ni chronologique ni\u2026","rel":"","context":"Dans &quot;Documents&quot;","block_context":{"text":"Documents","link":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/category\/documents\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":5281,"url":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/2024\/04\/infinie-galerie-1-tess-foure\/","url_meta":{"origin":4442,"position":1},"title":"Infinie Galerie 1 \/ Tess Four\u00e9","author":"Reynald Drouhin","date":"29 avril 2024","format":false,"excerpt":"Infinie Galerie 1, 2023, acrylique sur toile, totem en r\u00e9alit\u00e9 augment\u00e9e, 120 x 80 cm Cartel avec QRcode Inscrit sur un cartel : Instagram est un espace de partage de photos et de vid\u00e9os qui nous permet de partager qui nous voulons \u00eatre. Ces photos, parfois plus d\u2019une centaine par\u2026","rel":"","context":"Dans &quot;\u00c9tudiants&quot;","block_context":{"text":"\u00c9tudiants","link":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/category\/projets\/etudiants\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/05\/IMG_3828.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/05\/IMG_3828.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/05\/IMG_3828.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/05\/IMG_3828.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/05\/IMG_3828.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/05\/IMG_3828.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":4471,"url":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/2021\/12\/linterface-daide-intelligente-nicolas-vallat\/","url_meta":{"origin":4442,"position":2},"title":"L\u2019interface d\u2019aide intelligente \/ Nicolas Vallat","author":"Reynald Drouhin","date":"18 d\u00e9cembre 2021","format":false,"excerpt":"L\u2019interface d\u2019aide intelligente Loin d\u2019e\u0302tre pour moi uniquement des outils de travail, les questionnements lie\u0301s aux nouvelles pratiques nume\u0301riques sont des re\u0301flexions qui font partie de mon e\u0301criture personnelle. Peut-on porter la me\u0302me affection aux objets nume\u0301riques qu\u2019aux objets physiques ? Comment de\u0301mate\u0301rialiser ce qui est re\u0301el et palpable ?\u2026","rel":"","context":"Dans &quot;\u00c9tudiants&quot;","block_context":{"text":"\u00c9tudiants","link":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/category\/projets\/etudiants\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2021\/12\/ce.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2021\/12\/ce.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2021\/12\/ce.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2021\/12\/ce.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2021\/12\/ce.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2021\/12\/ce.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":2402,"url":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/2016\/03\/lalignement-corentin-derbre\/","url_meta":{"origin":4442,"position":3},"title":"L&rsquo;alignement, Corentin Derbr\u00e9","author":"Reynald Drouhin","date":"7 mars 2016","format":false,"excerpt":"2016, projection vid\u00e9o g\u00e9n\u00e9rative, dur\u00e9e infinie. Cet alignement de \"plan\u00e8tes\" est en r\u00e9alit\u00e9 constitu\u00e9 d'une palette de cinq\u00a0textures 3D. La sph\u00e8re est d\u00e9j\u00e0 dans les logiciels 3D le support neutre pour pr\u00e9senter une\u00a0texture. \u00c0\u00a0chaque rotation, celle-ci s'est r\u00e9g\u00e9n\u00e9r\u00e9e, sur la m\u00eame base de\u00a0mat\u00e9riau, pr\u00e9sentant une surface sans cesse r\u00e9actualis\u00e9e. Sans\u2026","rel":"","context":"Dans &quot;\u00c9tudiants&quot;","block_context":{"text":"\u00c9tudiants","link":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/category\/projets\/etudiants\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2016\/03\/a.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2016\/03\/a.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2016\/03\/a.png?resize=525%2C300&ssl=1 1.5x"},"classes":[]},{"id":5922,"url":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/2024\/12\/oracle-maureen-beaupere\/","url_meta":{"origin":4442,"position":4},"title":"Oracle \/ Maureen Beaupere","author":"Reynald Drouhin","date":"14 d\u00e9cembre 2024","format":false,"excerpt":"Cr\u00e9ation d\u2019un oracle le but de mon projet se base sur l\u2019IA et les probl\u00e8mes que cela peut engendrer pour un artiste. Le proc\u00e9d\u00e9 \u00e9tant que lorsque je cr\u00e9er une image je cherche des mots clefs sur un g\u00e9n\u00e9rateur d\u2019image pour voir ce que je vais avoir comme image en\u2026","rel":"","context":"Dans &quot;\u00c9tudiants&quot;","block_context":{"text":"\u00c9tudiants","link":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/category\/projets\/etudiants\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/12\/Illustration_sans_titre-3a.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/12\/Illustration_sans_titre-3a.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/12\/Illustration_sans_titre-3a.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/12\/Illustration_sans_titre-3a.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":5583,"url":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/2024\/05\/echos-du-chaos\/","url_meta":{"origin":4442,"position":5},"title":"\u00c9chos du chaos","author":"Reynald Drouhin","date":"15 mai 2024","format":false,"excerpt":"Exposition du 21 au 24 mai 2024 de 9h \u00e0 20h Vernissage le mardi 21 mai 2024 \u00e0 17h00 EESAB Rennes, Galerie du Clo\u00eetre, 34 rue Hoche 35000 Rennes Avec Alexandra Bessette, Atika Camara, Ninon Chauveau, Tess Four\u00e9, Marie Ganter, Louna Garand, Pauline Guillaume, L\u00e9o Jamin, Arthur Kerzerho, Lucille Laboulbene,\u2026","rel":"","context":"Dans &quot;Expositions&quot;","block_context":{"text":"Expositions","link":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/category\/projets\/expositions\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/04\/Affiche_Echo_Yin.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/04\/Affiche_Echo_Yin.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/04\/Affiche_Echo_Yin.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/04\/Affiche_Echo_Yin.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/04\/Affiche_Echo_Yin.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/www.reynalddrouhin.net\/edu\/dataflow\/wp-content\/uploads\/2024\/04\/Affiche_Echo_Yin.png?resize=1400%2C800&ssl=1 4x"},"classes":[]}],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/posts\/4442","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/comments?post=4442"}],"version-history":[{"count":0,"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/posts\/4442\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/media\/4443"}],"wp:attachment":[{"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/media?parent=4442"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/categories?post=4442"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.reynalddrouhin.net\/edu\/dataflow\/wp-json\/wp\/v2\/tags?post=4442"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}