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class=\"text-uppercase\">AI \u003Cspan style=\"color: #5774ff;\">NELL’ARTE\u003C/span>\u003C/h1>\n\u003Cp class=\"font-size-body-1\">Scopriamo come \u003Cstrong>applicare l’Intelligenza Artificiale alle immagini\u003C/strong> attraverso la tecnica del \u003Cstrong>Neural Style Transfer\u003C/strong>.\u003C/p>\n\u003Cp class=\"font-size-body-1\">L’NST è un’applicazione in forte crescita in ambito AI e mira a \u003Cstrong>potenziare le capacità creative\u003C/strong> in domini diversi tra i quali \u003Cstrong>gaming, realtà virtuale, photo e video editing\u003C/strong>.\u003C/p>\n\u003Cp class=\"font-size-body-1\">La LIVE GRATUITA è un \u003Cstrong>estratto ESCLUSIVO \u003C/strong>della\u003Cstrong> MACHINE LEARNING MASTERCLASS\u003C/strong> di Data Masters\u003C/p>\n","left","\u003Ciframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/YM_l3vZxTYc?si=qlug0-LyjE1CsDEV\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; 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LIVE\u003C/p>\n","center","small",{"block_layout":811,"gutter_top":812,"bg_color":806,"cards":813},"icon_cards_carousel","none",[814,819,823],{"icon":815,"icon_color":816,"title":817,"text":818},"icon-1","color-primary-500","Computer Vision","\u003Cp class=\"font-size-body-1\">Vedremo come permettere ai computer di interpretare e comprendere il contenuto delle immagini e dei video, simulando la visione umana\u003C/p>\n",{"icon":820,"icon_color":816,"title":821,"text":822},"icon-2","Rete Convolutiva","\u003Cp class=\"font-size-body-1\">Vedremo come funzione una “Rete Convolutiva” (CNN, Convolutional Neural Network), un tipo di rete neurale artificiale particolarmente efficace nell’elaborazione e analisi di dati visivi che permette il riconoscimento di pattern complessi.\u003C/p>\n",{"icon":824,"icon_color":816,"title":825,"text":826},"icon-3","Funzione di costo","\u003Cp class=\"font-size-body-1\">Una funzione matematica utilizzata nelle reti neurali e nell’apprendimento automatico per quantificare l’errore tra le previsioni del modello e i valori effettivi. Serve a minimizzare l’errore durante l’addestramento.\u003C/p>\n",{"block_layout":803,"text":828,"align":808,"size":829},"\u003Ch4 class=\"fw-semibold\" style=\"text-align: center;\">Vuoi scoprire come si progetta una architettura di rete neurale in grado di trasferire lo stile di un’immagine?\u003C/h4>\n\u003Cp class=\"font-size-body-1\" style=\"text-align: center;\">\u003Cspan class=\"text-color-grey-800\">Lo mostreremo durante la \u003Cstrong>LIVE del 20 settembre 2022\u003C/strong> – estratta dalla \u003Cstrong>Machine Learning Masterclass\u003C/strong> –\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\" style=\"text-align: center;\">\u003Cspan class=\"text-color-grey-800\">Il \u003Cstrong>Neural Style Transfer\u003C/strong> è un’applicazione di Intelligenza Artificiale in ambito \u003Cstrong>Computer Vision\u003C/strong>.\u003C/span>\u003Cbr />\n\u003Cspan class=\"text-color-grey-800\">Attraverso l’utilizzo delle \u003Cstrong>Reti Neurali Convolutive\u003C/strong> è possibile oggi modificare, miscelare e creare immagini ottenendo risultati incredibili: \u003Cstrong>Intelligenza Artificiale al servizio della Creatività\u003C/strong>.\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\" style=\"text-align: center;\">\u003Cspan class=\"text-color-grey-800\">La tecnica lavora su 2 set di immagini: le immagini di contenuto e le immagini di stile. L’obiettivo è quello di creare una nuova immagine che mantenga il suo contenuto e alla quale viene applicato lo stile di riferimento.\u003C/span>\u003Cbr />\n\u003Cspan class=\"text-color-grey-800\">Il Neural Style Transfer è una tecnica così potente che ha aperto infinite possibilità nel campo del \u003Cstrong>design\u003C/strong>, nella \u003Cstrong>generazione di contenuti\u003C/strong> e nello sviluppo di \u003Cstrong>strumenti creativi\u003C/strong>.\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\" style=\"text-align: center;\">\u003Cspan class=\"text-color-grey-800\">Lo scopo di questa tecnica è di dare al modello di \u003Cstrong>Deep Learning\u003C/strong> la capacità di distinguere tra le rappresentazioni di stile e l’immagine di contenuto.\u003C/span>\u003Cbr />\n\u003Cspan class=\"text-color-grey-800\">Per farlo utilizzeremo una \u003Cstrong>Rete Convolutiva pre-addestrata\u003C/strong> per estrarre lo stile da un’immagine e sintetizzare nuove immagini con le caratteristiche da noi prescelte.\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\" style=\"text-align: center;\">\u003Cspan class=\"text-color-grey-800\">Il \u003Cstrong>trasferimento di stile\u003C/strong> funziona lavorando con \u003Cstrong>funzioni di costo\u003C/strong> particolari e con una particolare architettura di rete neurale, tali che l’immagine di output sia un mix fra il contenuto estratto di una immagine e la texture, le caratteristiche stilistiche e mappe di attivazione dell’altra.\u003C/span>\u003C/p>\n\u003Cp class=\"font-size-body-1\" style=\"text-align: center;\">\u003Cspan class=\"text-color-grey-800\">Questo duplice obiettivo si raggiunge grazie ad \u003Cstrong>un’unica funzione di costo\u003C/strong>, nella quale possiamo controllare il livello di trasferimento sia di contenuto che di stile.\u003C/span>\u003C/p>\n","large",{"block_layout":803,"gutter_top":831,"gutter_bottom":832,"bg_color":833,"fg_color":172,"text":834,"align":808,"size":809},"xxl","m","color-primary-700","\u003Cp class=\"text-uppercase font-size-header-4 fw-semibold\" style=\"text-align: center;\">\u003Cspan class=\"text-color-primary-200\">SPEAKER\u003C/span> DELLA LIVE\u003C/p>\n",{"block_layout":836,"gutter_top":804,"gutter_bottom":831,"bg_color":833,"cards":837,"alt":56},"experts_list",[838],{"avatar":839,"name":845,"role":537,"text":848,"role_bg_color":796,"role_fg_color":797},{"id":840,"title":841,"filename":842,"filesize":843,"url":844,"alt":845,"description":54,"caption":54,"mime_type":846,"width":847,"height":847},1328,"giuseppe","giuseppe-1.png",817480,"https://website-prod.datamasters.it/wp-content/uploads/2024/06/giuseppe-1.png","Giuseppe Mastrandrea","image/png",1080,"\u003Cp>Giuseppe è un \u003Cstrong>Ingegnere Informatico\u003C/strong> con una forte specializzazione e pubblicazioni in ambito \u003Cstrong>Computer Vision.\u003C/strong> Da circa 8 anni si dedica all’insegnamento in ambito informatico e alla formazione sulle \u003Cstrong>tecnologie emergenti tra le quali il Machine Learning.\u003C/strong>\u003C/p>\n",{"block_layout":850,"bg_color":806,"text":851,"cta":852,"highlights":859,"v_align":873,"inverted":516,"flipped":516,"small_box":516},"highlight_list","\u003Ch4 class=\"fw-semibold\">NON PUOI PERDERTI\u003Cbr />\n\u003Cspan class=\"text-color-primary-400\">QUESTA LIVE SE:\u003C/span>\u003C/h4>\n\u003Cp class=\"font-size-body-1\"> vuoi scoprire cosa c’è dietro le moderne Reti Neurali Profonde e le ultime tecniche di Machine Learning, se vuoi conoscere e progettare le reti neurali più performanti al mondo, se vuoi scoprirne tutte le potenzialità e le applicazioni attuali e future, \u003Cstrong>non puoi perdere la LIVE su una delle applicazioni di Intelligenza Artificiale più utilizzate in Computer Vision\u003C/strong>\u003C/p>\n",{"link":853,"config":856},{"title":854,"url":855,"target":54},"Vai al video","#hero",{"variant":155,"theme":857,"size":858},"theme-primary","size-default",[860,864,868],{"icon":861,"icon_color":793,"icon_bg_color":192,"title":862,"text":863},"icon-dashboard","Artisti digitali e grafici","Possono utilizzare questa tecnologia per creare nuove opere d'arte combinando elementi stilistici da varie fonti, risparmiando tempo e sperimentando nuove tecniche",{"icon":865,"icon_color":797,"icon_bg_color":796,"title":866,"text":867},"icon-profile","Designer di moda e tessuti","Possono generare nuovi pattern e design per abbigliamento o tessuti, ispirandosi a stili artistici esistenti, facilitando l'innovazione nel loro settore",{"icon":869,"icon_color":793,"icon_bg_color":870,"title":871,"text":872},"icon-level","color-accent-pink","Sviluppatori di videogiochi e animatori","Possono applicare stili artistici unici a elementi visivi nei giochi o nelle animazioni, creando un'esperienza visiva distintiva e accattivante per gli utenti","start",{"block_layout":875,"gutter_top":804,"gutter_bottom":804,"bg_color":797,"fg_color":172,"icon":876,"text":877,"cta":878,"small":516},"banner_icon_cta","icon-bulb","\u003Ch2 class=\"font-size-header-3\" style=\"text-align: center;\">SEI UN’AZIENDA?\u003C/h2>\n\u003Cp class=\"font-size-body-1\" style=\"text-align: center;\">Sblocca il potenziale del tuo team: \u003Cstrong>percorsi di upskilling e reskilling\u003Cbr />\n\u003C/strong>per accellerare la crescita con le AI e Data Skill\u003C/p>\n",{"link":879,"config":881},{"title":880,"url":553,"target":15},"CONTATTACI",{"variant":155,"theme":882,"size":858},"theme-white",{"hide":516,"customize":516,"options":884},null,1777976970988]