{"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\/ro\/blog\/news\/reliz-sistemy-raspoznavaniya-teksta-tesseract-5-0","title":{"rendered":"Lansarea sistemului de recunoa\u0219tere a textului Tesseract 5.0","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>A fost publicat release-ul sistemului de recunoa\u0219tere optic\u0103 a textului Tesseract 4.1, care suport\u0103 recunoa\u0219terea caracterelor UTF-8 \u0219i a textelor \u00een peste 100 de limbi, inclusiv rus\u0103, kazah\u0103, belarus\u0103 \u0219i ucrainean\u0103. Rezultatul poate fi salvat at\u00e2t ca text brut, c\u00e2t \u0219i \u00een formate HTML (hOCR), ALTO (XML), PDF \u0219i TSV. Sistemul a fost ini\u021bial creat \u00eentre 1985 \u0219i 1995 \u00een laboratorul companiei Hewlett Packard, iar \u00een 2005 codul a fost deschis sub licen\u021ba Apache \u0219i a fost dezvoltat ulterior cu participarea angaja\u021bilor Google. Codul surs\u0103 al proiectului este distribuit sub licen\u021ba Apache 2.0.      <\/p>\n<p> Tesseract include o utilitate de consol\u0103 \u0219i biblioteca libtesseract pentru integrarea func\u021biilor de recunoa\u0219tere a textului \u00een alte aplica\u021bii. Printre interfe\u021bele GUI ter\u021b\u0103 parte care suport\u0103 Tesseract se num\u0103r\u0103 gImageReader, VietOCR \u0219i YAGF. Ofer\u0103 dou\u0103 motoare de recunoa\u0219tere: clasic, care recunoa\u0219te textul la nivel de \u0219ablon pentru caractere individuale, \u0219i noul, bazat pe aplicarea unui sistem de \u00eenv\u0103\u021bare automat\u0103 bazat pe re\u021bele neuronale recurente LSTM, optimizat pentru recunoa\u0219terea \u00eentregilor linii \u0219i care permite o \u00eembun\u0103t\u0103\u021bire semnificativ\u0103 a preciziei. Modelele antrenate sunt publicate pentru 123 de limbi. Pentru optimizarea performan\u021bei, sunt disponibile module care folosesc OpenMP \u0219i instruc\u021biuni SIMD AVX2, AVX, NEON sau SSE4.1.     <\/p>\n<p>\u00cembun\u0103t\u0103\u021biri principale \u00een Tesseract 5.0:  <\/p>\n<ul>\n<li class=\"l\"> Schimbarea semnificativ\u0103 a num\u0103rului versiunii este legat\u0103 de modific\u0103rile API-ului care afecteaz\u0103 compatibilitatea. \u00cen special, API-ul public libtesseract nu mai este legat de tipurile de date proprietare GenericVector \u0219i STRING, ci este utilizat std::string \u0219i std::vector \u00een cod.\n<li class=\"l\"> A fost reorganizat\u0103 structura codului surs\u0103. Fi\u0219ierele de antet publice au fost mutate \u00een directorul include\/tesseract.\n<li class=\"l\"> Gestionarea memoriei a fost revizuit\u0103, toate apelurile malloc \u0219i free fiind \u00eenlocuite cu cod C++. O modernizare general\u0103 a codului a avut loc.\n<li class=\"l\"> S-au ad\u0103ugat optimiz\u0103ri pentru arhitecturile ARM \u0219i ARM64, instruc\u021biunile ARM NEON fiind utilizate pentru accelerarea calculului. O optimizare general\u0103 a performan\u021bei a fost realizat\u0103 pentru toate arhitecturile.\n<li class=\"l\"> S-au implementat noi moduri de antrenare a modelelor \u0219i de recunoa\u0219tere a textului, bazate pe utilizarea calculului cu virgul\u0103 mobil\u0103. Noile moduri ofer\u0103 performan\u021be mai mari \u0219i un consum mai mic de memorie. \u00cen motorul LSTM, modul rapid float32 este activat implicit.\n<li class=\"l\"> S-a realizat o tranzi\u021bie la utilizarea normaliz\u0103rii Unicode cu utilizarea formei NFC (Normalization Form Canonical).\n<li class=\"l\"> A fost ad\u0103ugat\u0103 op\u021biunea de configurare a nivelului de detaliere a jurnalelor (&#8212;loglevel).\n<li class=\"l\"> Sistemul de compilare bazat pe Autotools a fost revizuit, fiind transformat pentru a compila \u00een mod nerecursiv.\n<li class=\"l\"> Ramura &#171;master&#187; din Git a fost redenumit\u0103 \u00een &#171;main&#187;.\n<li class=\"l\"> A fost ad\u0103ugat\u0103 suportul pentru noile versiuni macOS \u0219i sistemele Apple bazate pe procesorul M1.<br \/>\n<br \/>Sursa: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=56259\">opennet.ro<\/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 5.0.2.1 - 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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