{"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\/da\/blog\/news\/reliz-sistemy-raspoznavaniya-teksta-tesseract-5-0","title":{"rendered":"Udgivelsen af tekstgenkendelsessystemet Tesseract 5.0","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Udgivelsen af Tesseract 4.1, et system til optisk tegngenkendelse, er blevet offentliggjort. Det underst\u00f8tter genkendelse af UTF-8 tegn og tekster p\u00e5 mere end 100 sprog, herunder russisk, kasakhisk, hviderussisk og ukrainsk. Resultatet kan gemmes som almindelig tekst eller i formaterne HTML (hOCR), ALTO (XML), PDF og TSV. Systemet blev oprindeligt skabt i 1985-1995 i laboratoriet hos Hewlett Packard, og i 2005 blev koden \u00e5bnet under Apache-licensen og videreudviklet med deltagelse af medarbejdere fra Google. Kildekoderne til projektet distribueres under Apache 2.0-licensen.      <\/p>\n<p> Tesseract inkluderer et kommandolinjev\u00e6rkt\u00f8j og bibliotektet libtesseract for at integrere tekstgenkendelsesfunktioner i andre applikationer. Blandt de underst\u00f8ttede tredjeparts GUI-gr\u00e6nseflader kan gImageReader, VietOCR og YAGF n\u00e6vnes. Der tilbydes to genkendelsesmotorer: den klassiske, som genkender tekst p\u00e5 niveauet for individuelle tegn, og den nye, der er baseret p\u00e5 brugen af et maskinl\u00e6ringssystem ved hj\u00e6lp af en rekurrent neural netv\u00e6rk LSTM, der er optimeret til genkendelse af hele linjer og tillader en betydelig n\u00f8jagtighedsfor\u00f8gelse. F\u00e6rdige tr\u00e6ningsmodeller er offentliggjort for 123 sprog. For at optimere ydeevnen tilbydes moduler, der anvender OpenMP og SIMD-instruktioner AVX2, AVX, NEON eller SSE4.1.     <\/p>\n<p>De vigtigste forbedringer i Tesseract 5.0:  <\/p>\n<ul>\n<li class=\"l\"> Den betydelige \u00e6ndring i versionsnummeret skyldes \u00e6ndringer i API'et, der bryder kompatibiliteten. Specifikt er det offentligt tilg\u00e6ngelige API libtesseract ikke l\u00e6ngere knyttet til propriet\u00e6re datatyper som GenericVector og STRING, i stedet anvendes std::string og std::vector i koden.\n<li class=\"l\"> Strukturen for kildekoden er blevet reorganiseret. Offentlige header-filer er blevet flyttet til kataloget include\/tesseract.\n<li class=\"l\"> Hukommelsesh\u00e5ndteringen er blevet genovervejet, og alle kald til malloc og free er blevet erstattet med C++-kode. Der er foretaget en generel modernisering af koden.\n<li class=\"l\"> Optimeringer er tilf\u00f8jet til ARM- og ARM64-arkitekturer, hvor ARM NEON-instruktioner anvendes for at fremskynde beregninger. Der er udf\u00f8rt en generel optimering af ydeevnen for alle arkitekturer.\n<li class=\"l\"> Implementeret nye tr\u00e6ningstilstande for modeller og tekstgenkendelse baseret p\u00e5 flydende punkt beregninger. De nye tilstande skelner sig ved h\u00f8jere ydeevne og lavere hukommelsesforbrug. I LSTM-motoren er hurtig float32-tilstand som standard aktiveret.\n<li class=\"l\"> Overgangen til brugen af Unicode-normalisering ved hj\u00e6lp af NFC-form (Normalization Form Canonical) er gennemf\u00f8rt.\n<li class=\"l\"> Der er tilf\u00f8jet en mulighed for at justere logniveauet (\u2014loglevel).\n<li class=\"l\"> Bygsystemet er omarbejdet baseret p\u00e5 Autotools, som nu er konverteret til ikke-rekursiv bygning.\n<li class=\"l\"> Grenen \u00abmaster\u00bb i Git er blevet omd\u00f8bt til \u00abmain\u00bb.\n<li class=\"l\"> Ny underst\u00f8ttelse til nye versioner af macOS og Apple-systemer baseret p\u00e5 M1-chip er tilf\u00f8jet.<br \/>\n<br \/>Kilde: <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, \u0431\u0435\u043b\u043e\u0440\u0443\u0441\u0441\u043a\u0438\u0439 \u0438 \u0443\u043a\u0440\u0430\u0438\u043d\u0441\u043a\u0438\u0439. \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043c\u043e\u0436\u0435\u0442 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c\u0441\u044f \u043a\u0430\u043a \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0442\u0435\u043a\u0441\u0442\u043e\u043c, \u0442\u0430\u043a \u0438 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0430\u0445 HTML (hOCR), ALTO (XML), PDF \u0438 TSV. \u0418\u0437\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0431\u044b\u043b\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0430 \u0432 1985-1995 \u0433\u043e\u0434\u0430\u0445 \u0432 \u043b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u0438 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 Hewlett Packard, \u0432 [&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 5.0.3 - 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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