{"id":102437,"date":"2021-12-01T15:37:06","date_gmt":"2021-12-01T13:37:06","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/reliz-sistemy-raspoznavaniya-teksta-tesseract-5-0"},"modified":"2021-12-01T15:37:06","modified_gmt":"2021-12-01T13:37:06","slug":"reliz-sistemy-raspoznavaniya-teksta-tesseract-5-0","status":"publish","type":"post","link":"https:\/\/prohoster.info\/it\/blog\/news\/reliz-sistemy-raspoznavaniya-teksta-tesseract-5-0","title":{"rendered":"Rilascio del sistema di riconoscimento del testo Tesseract 5.0","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>\u00c8 stata pubblicata la versione del sistema di riconoscimento ottico dei caratteri Tesseract 4.1, che supporta il riconoscimento dei caratteri UTF-8 e testi in oltre 100 lingue, tra cui russo, kazako, bielorusso e ucraino. I risultati possono essere salvati sia come testo aperto che nei formati HTML (hOCR), ALTO (XML), PDF e TSV. Inizialmente, il sistema \u00e8 stato creato tra il 1985 e il 1995 nel laboratorio della Hewlett Packard; nel 2005, il codice \u00e8 stato reso pubblico sotto licenza Apache e in seguito \u00e8 stato sviluppato con la partecipazione di dipendenti di Google. I testi sorgenti del progetto sono distribuiti sotto licenza Apache 2.0.      <\/p>\n<p> Tesseract include un'utilit\u00e0 da console e una libreria libtesseract per integrare le funzioni di riconoscimento del testo in altre applicazioni. Tra le interfacce GUI di terze parti che supportano Tesseract, si possono citare gImageReader, VietOCR e YAGF. Sono disponibili due motori di riconoscimento: uno classico, che riconosce il testo a livello di modelli di singoli caratteri, e un nuovo motore che sfrutta un sistema di apprendimento automatico basato su una rete neurale ricorrente LSTM, ottimizzato per il riconoscimento di intere righe, consentendo di ottenere un notevole aumento della precisione. Modelli gi\u00e0 addestrati sono stati pubblicati per 123 lingue. Per ottimizzare le prestazioni, vengono proposti moduli che utilizzano OpenMP e istruzioni SIMD AVX2, AVX, NEON o SSE4.1.     <\/p>\n<p>Principali miglioramenti in Tesseract 5.0:  <\/p>\n<ul>\n<li class=\"l\"> Il significativo cambio di numero di versione \u00e8 dovuto a modifiche all'API che interrompono la compatibilit\u00e0. In particolare, l'API pubblicamente accessibile libtesseract non \u00e8 pi\u00f9 legata ai tipi di dati proprietari GenericVector e STRING, al loro posto nel codice vengono utilizzati std::string e std::vector.\n<li class=\"l\"> \u00c8 stata effettuata una riorganizzazione dell'albero dei testi sorgenti. I file header pubblici sono stati spostati nella cartella include\/tesseract.\n<li class=\"l\"> \u00c8 stata ristrutturata la gestione della memoria, tutte le chiamate a malloc e free sono state sostituite con codice C++. \u00c8 stata effettuata una modernizzazione generale del codice.\n<li class=\"l\"> Sono state aggiunte ottimizzazioni per le architetture ARM e ARM64, sfruttando le istruzioni ARM NEON per accelerare i calcoli. \u00c8 stata effettuata un'ottimizzazione generale delle prestazioni per tutte le architetture.\n<li class=\"l\"> Sono stati implementati nuovi modelli di allenamento e riconoscimento del testo, basati sull'uso di calcoli in virgola mobile. I nuovi modelli si distinguono per prestazioni superiori e riduzione del consumo di memoria. Nel motore LSTM, la modalit\u00e0 rapida float32 \u00e8 attivata per impostazione predefinita.\n<li class=\"l\"> \u00c8 stato effettuato il passaggio all'uso della normalizzazione Unicode utilizzando la forma NFC (Normalization Form Canonical).\n<li class=\"l\"> \u00c8 stata aggiunta l'opzione per configurare la dettagliatura dei log (--loglevel).\n<li class=\"l\"> \u00c8 stata ripensata la sistema di costruzione basata su Autotools, che \u00e8 stata tradotta per la costruzione in modalit\u00e0 non ricorsiva.\n<li class=\"l\"> Il ramo \u00abmaster\u00bb in Git \u00e8 stato rinominato in \u00abmain\u00bb.\n<li class=\"l\"> Aggiunto supporto per nuove versioni di macOS e sistemi Apple basati su chip M1.<br \/>\n<br \/>Fonte: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=56259\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u0440\u0435\u043b\u0438\u0437 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043e\u043f\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0442\u0435\u043a\u0441\u0442\u0430 Tesseract 4.1, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0449\u0435\u0439 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u0441\u0438\u043c\u0432\u043e\u043b\u043e\u0432 UTF-8 \u0438 \u0442\u0435\u043a\u0441\u0442\u043e\u0432 \u043d\u0430 \u0431\u043e\u043b\u0435\u0435 \u0447\u0435\u043c 100 \u044f\u0437\u044b\u043a\u0430\u0445, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0440\u0443\u0441\u0441\u043a\u0438\u0439, \u043a\u0430\u0437\u0430\u0445\u0441\u043a\u0438\u0439, 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[&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-102437","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u0440\u0435\u043b\u0438\u0437 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043e\u043f\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0442\u0435\u043a\u0441\u0442\u0430 Tesseract 4.1, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0449\u0435\u0439 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