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C'est ce que clament ces 4 outils SaaS d\u00e9di\u00e9s \u00e0 l'intelligence artificielle. On vous explique comment ils peuvent vous aider.","_yoast_wpseo_title":"Les 4 meilleures solutions SaaS pour l'intelligence artificielle","contenu_de_larticle":"Dans les deux premiers articles de la s\u00e9rie, j'expliquais <a href=\"https:\/\/www.emil.school\/articles\/inconvenients-intelligence-artificielle\">pourquoi l'IA reste encore sous-exploit\u00e9e<\/a> et je partageais <a href=\"https:\/\/www.emil.school\/articles\/librairies-ia-open-source\">quelques solutions pour y acc\u00e9der plus facilement<\/a>, comme les librairies open source.\r\n\r\nMais il existe encore plus simple : les solutions SaaS d'intelligence artificielle !\r\n\r\nCes solutions fonctionnent gr\u00e2ce aux requ\u00eates API. En gros, vous \u201cposez\u201d une question \u00e0 l\u2019algorithme via l\u2019API et celui vous donne une r\u00e9ponse. Par exemple :\r\n<ul>\r\n \t<li>je te donne une image de chien et je veux que tu me dises s'il s'agit bien d'un chien<\/li>\r\n \t<li>l'API renvoie la r\u00e9ponse \u201cvrai\u201d ou \u201cfaux\u201d avec un score de confiance<\/li>\r\n<\/ul>\r\nC'est une petite r\u00e9volution : vous n'avez m\u00eame pas la pr\u00e9occupation d'entra\u00eener votre algorithme ou de le mettre en production : vous l'appelez et recevez le r\u00e9sultat.\r\n\r\nLa contrepartie ? L'outil n'est bien s\u00fbr pas gratuit car ce type de requ\u00eate g\u00e9n\u00e8re un volume important de calculs.... et donc beaucoup de ressources informatiques.\r\n\r\nMais l'intelligence artificielle au service du plus grand nombre n'en vaut-elle pas la peine ?\r\n<h2>Solution SaaS d'IA n\u00b01 : Google Cloud IA Products<\/h2>\r\n<a href=\"https:\/\/cloud.google.com\/solutions\/ai\">Google Cloud<\/a> est le premier outil SaaS d'intelligence artificielle que je vous propose. Les usages sont nombreux :\r\n<ul>\r\n \t<li>Auto Machine Learning, ou auto ML : d\u00e9tection d'objets, classification, scoring<\/li>\r\n \t<li>IA conversationnelle : traduction ou retranscription intelligente, chatbots...<\/li>\r\n \t<li>Vision OCR : extraction de texte d'un PDF<\/li>\r\n \t<li>Natural Language Parsing : analyse du langage<\/li>\r\n<\/ul>\r\nSi vous rencontrez ce type de probl\u00e9matiques, ne refaites pas tout \u00e0 la main. Tant que vos volumes de requ\u00eates ne sont pas trop importantes, cette solution reste peu co\u00fbteuse.\r\n<h2>Solutions SaaS d'IA n\u00b02 - Hugging Face<\/h2>\r\n<a href=\"https:\/\/huggingface.co\/\">Hugging Face<\/a> est la solution \u00e0 l'origine de l'agent conversationnel dont on peut tomber amoureux. Le <a href=\"https:\/\/www.allocine.fr\/film\/fichefilm_gen_cfilm=206799.html\">film Her<\/a> vous en donne un aper\u00e7u.\r\n\r\nLes d\u00e9veloppeurs ont capitalis\u00e9 sur ce qu'ils avaient d\u00e9j\u00e0 d\u00e9velopp\u00e9 et ont d\u00e9cid\u00e9 de mettre \u00e0 disposition leur travail. La communaut\u00e9 peut ainsi continuer l'entrainement, imaginer de nouvelles probl\u00e9matiques et donc cr\u00e9er un grand panel d'algorithmes dernier cri.\r\n\r\nLeur produit SaaS d'IA s'appelle donc <a href=\"https:\/\/huggingface.co\/inference-api\">Inference API<\/a> et permet d'utiliser n'importe quel algorithme entrain\u00e9, utilisant les derniers mod\u00e8les Transformers, et de les appeler avec une simple requ\u00eate API.\r\n\r\nLa solution est tr\u00e8s accessible : le premier forfait co\u00fbte 9 $ par mois, et vous n'avez m\u00eame pas \u00e0 vous occuper de l'infrastructure informatique. C'est \u00e9galement un outil simple d'utilisation que vous pouvez int\u00e9grer dans Zapier ou n8n.\r\n\r\nVoil\u00e0 trois exemples de cas d'usage :\r\n<ul>\r\n \t<li>identifier les probl\u00e9matiques r\u00e9currentes sur vos tickets Zendesk<\/li>\r\n \t<li>enrichir des leads avec un scoring<\/li>\r\n \t<li>d\u00e9terminer la tendance \u00e9motionnelle d'une personne qui laisse des commentaires au sujet de votre marque<\/li>\r\n<\/ul>\r\n<h2>Solution SaaS d'IA n\u00b03 - Synthesia<\/h2>\r\nCette troisi\u00e8me solution utilise la m\u00e9thode des GAN, ou Generative Adversarial Network, dans laquelle on distingue le juge et l'artiste.\r\n<ul>\r\n \t<li>L'artiste essaye de produire des images les plus r\u00e9alistes possibles<\/li>\r\n \t<li>Le juge refuse les images qui ne sont pas suffisamment r\u00e9alistes<\/li>\r\n<\/ul>\r\nLe travail en parall\u00e8le de ces deux entit\u00e9s m\u00e8ne \u00e0 un niveau de production d'images de tellement bonne qualit\u00e9 qu'on ne peut plus d\u00e9terminer si elles sont vraies ou fausses.\r\n\r\nVoil\u00e0 un exemple d'utilisation concr\u00e8te avec Synthesia : vous r\u00e9digez un texte, vous choisissez un avatar et ce dernier bougera les l\u00e8vres en fonction du texte.\r\n\r\nCe cas d'usage est donc tr\u00e8s appr\u00e9ci\u00e9 dans les jeux vid\u00e9os ou le cin\u00e9ma : plus besoin de faire des doublages ! Dans le cadre d'une prospection, l'entreprise envoie un message personnalis\u00e9 au prospect en utilisant le visage de la personne qu'il a rencontr\u00e9 pendant la d\u00e9monstration du produit.\r\n<h2>Solution SaaS d'IA n\u00b04 - Teachable Machine<\/h2>\r\nCette derni\u00e8re <a href=\"https:\/\/teachablemachine.withgoogle.com\/\">solution SaaS d'intelligence artificielle<\/a> est particuli\u00e8rement ludique, vous pouvez m\u00eame l'utiliser avec des enfants. L'id\u00e9e est d'entra\u00eener un ordinateur \u00e0 reconna\u00eetre vos propres images, sons et postures gr\u00e2ce au <em>Machine Learning<\/em>.\r\n\r\nPour cela :\r\n<ul>\r\n \t<li>placez-vous devant votre cam\u00e9ra et reproduisez plusieurs fois une posture<\/li>\r\n \t<li>la prochaine fois que vous allumerez votre cam\u00e9ra, l'algorithme vous indiquera la posture que vous \u00eates en train de r\u00e9aliser<\/li>\r\n<\/ul>\r\nVous pouvez ensuite exporter votre mod\u00e8le et l'importer dans une application ou un logiciel que vous d\u00e9veloppez. Chez Emil, Thomas est fan de CrossFit. Il a cr\u00e9\u00e9 son propre compteur de r\u00e9p\u00e9titions : l'application compte donc son nombre de pompes.\r\n\r\nCes 4 outils sont particuli\u00e8rement simples \u00e0 utiliser et vous permettent d'int\u00e9grer une premi\u00e8re couche d'intelligence artificielle dans vos produits.\r\n\r\nSi vous souhaitez aller plus loin et apprendre \u00e0 d\u00e9velopper un algorithme de Machine Learning, Emil propose <a href=\"https:\/\/www.emil.school\/programmes\/python-machine-learning\">une formation tr\u00e8s compl\u00e8te sur le sujet<\/a>.\r\n\r\n\u200d","_contenu_de_larticle":"field_6412588b55814","titre_de_la_banniere":"","_titre_de_la_banniere":"field_6422eb732c237","paragraphe_de_la_banniere":"","_paragraphe_de_la_banniere":"field_6422ed834a968","intitule_du_bouton_de_la_banniere":"","_intitule_du_bouton_de_la_banniere":"field_6422ed934a969","lien_du_bouton_de_la_banniere":null,"_lien_du_bouton_de_la_banniere":null,"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Les 4 meilleures solutions SaaS pour l&#039;intelligence artificielle<\/title>\n<meta name=\"description\" content=\"L&#039;IA, enfin rendue accessible ? 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