{"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\/hr\/blog\/news\/reliz-sistemy-raspoznavaniya-teksta-tesseract-5-0","title":{"rendered":"Izdanje sustava prepoznavanja teksta Tesseract 5.0","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Objavljen je novi izdanak sustava opti\u010dkog prepoznavanja teksta Tesseract 4.1 koji podr\u017eava prepoznavanje UTF-8 znakova i tekstova na vi\u0161e od 100 jezika, uklju\u010duju\u0107i ruski, kazahstanski, bjeloruski i ukrajinski. Rezultat se mo\u017ee spremati kao obi\u010dan tekst ili u formatima HTML (hOCR), ALTO (XML), PDF i TSV. Sustav je prvotno razvijen u razdoblju od 1985. do 1995. godine u laboratoriju tvrtke Hewlett Packard, a 2005. godine kod je objavljen pod Apache licencom i dalje se razvijao uz sudjelovanje zaposlenika tvrtke Google. Izvorni tekstovi projekta objavljeni su pod licencom Apache 2.0.      <\/p>\n<p> Tesseract uklju\u010duje konzolnu utilitu i biblioteku libtesseract za integraciju funkcija prepoznavanja teksta u druge aplikacije. Od podr\u017eanih Tesseract GUI su\u010delja mogu se istaknuti gImageReader, VietOCR i YAGF. Nudi se dva prepoznava\u010da: klasi\u010dni, koji prepoznaje tekst na razini uzoraka pojedina\u010dnih znakova, i novi, koji se temelji na primjeni sustava strojnog u\u010denja koriste\u0107i rekurentnu neuronsku mre\u017eu LSTM, optimiziranu za prepoznavanje cijelih redaka i omogu\u0107avaju\u0107i zna\u010dajno pove\u0107anje to\u010dnosti. Gotovi trenirani modeli objavljeni su za 123 jezika. Za optimizaciju performansi nude se moduli koji koriste OpenMP i SIMD instrukcije AVX2, AVX, NEON ili SSE4.1.     <\/p>\n<p>Glavna pobolj\u0161anja u Tesseract 5.0:  <\/p>\n<ul>\n<li class=\"l\"> Zna\u010dajna promjena broja verzije povezana je s promjenama u API-ju koje naru\u0161avaju kompatibilnost. Naime, javno dostupni API libtesseract vi\u0161e nije vezan uz vlasni\u010dke tipove podataka GenericVector i STRING, umjesto kojih se u kodu koriste std::string i std::vector.\n<li class=\"l\"> Reorganizirano je stablo izvornih tekstova. Javne zaglavlja premje\u0161tena su u direktorij include\/tesseract.\n<li class=\"l\"> Preure\u0111eno je upravljanje memorijom, svi pozivi malloc i free zamijenjeni su C++ kodom. Provedena je op\u0107a modernizacija koda.\n<li class=\"l\"> Dodane su optimizacije za ARM i ARM64 arhitekture, koriste\u0107i ARM NEON instrukcije za ubrzanje izra\u010duna. Provedena je op\u0107a optimizacija performansi za sve arhitekture.\n<li class=\"l\"> Implementirani su novi na\u010dini treniranja modela i prepoznavanja teksta, koji se temelje na upotrebi izra\u010duna s pomi\u010dnom decimalnom to\u010dkom. Novi na\u010dini karakteriziraju ve\u0107a u\u010dinkovitost i smanjena potro\u0161nja memorije. U LSTM motoru, brzi na\u010din float32 uklju\u010den je prema zadanim postavkama.\n<li class=\"l\"> Provedena je promjena na kori\u0161tenje Unicode normalizacije koriste\u0107i NFC formu (Normalizacijski oblik kanoni\u010dki).\n<li class=\"l\"> \u0414\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0430 \u043e\u043f\u0446\u0438\u044f \u0434\u043b\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 \u0434\u0435\u0442\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u043b\u043e\u0433\u043e\u0432 (&#8212;loglevel).\n<li class=\"l\"> Prepravljena je sustav gradnje temeljen na Autotools, koji je prema\u0111en na gradnju u nerekurzivnom na\u010dinu.\n<li class=\"l\"> \u0412\u0435\u0442\u043a\u0430 &#171;master&#187; \u0432 Git \u043f\u0435\u0440\u0435\u0438\u043c\u0435\u043d\u043e\u0432\u0430\u043d\u0430 \u0432 &#171;main&#187;.\n<li class=\"l\"> Dodana je podr\u0161ka za nove verzije macOS-a i sustava Apple koji koristi \u010dip M1.<br \/>\n<br \/>Izvor: <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 5.0.4 - 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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