{"id":181944,"date":"2026-06-08T02:48:45","date_gmt":"2026-06-08T00:48:46","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/opencv-5-0-0"},"modified":"2026-06-08T02:48:45","modified_gmt":"2026-06-08T00:48:46","slug":"opencv-5-0-0","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/opencv-5-0-0","title":{"rendered":"OpenCV 5.0.0","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/06\/0827c35d7663a25a36859f66c23893bc.jpg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p><noindex>      <noindex><\/p>\n<p>Publikuar <strong><a rel=\"nofollow\" href=\"https:\/\/github.com\/opencv\/opencv\">OpenCV 5.0.0<\/a><\/strong> \u2014 nj\u00eb l\u00ebshim i madh i bibliotek\u00ebs s\u00eb hapur p\u00ebr vizion kompjuterik dhe p\u00ebrpunimin e imazheve. L\u00ebshimi ndodhi <strong>m\u00eb 6 qershor 2026<\/strong> dhe tashm\u00eb \u00ebsht\u00eb i njohur si i r\u00ebnd\u00ebsish\u00ebm n\u00eb repository-n\u00eb e projektit n\u00eb GitHub. OpenCV shp\u00ebrndahet n\u00ebn licenc\u00ebn <strong>Apache-2.0<\/strong>.<\/p>\n<p><\/noindex><\/noindex><\/p>\n<p>Q\u00ebllimi i l\u00ebshimit \u00ebsht\u00eb kalimi i OpenCV nga \"biblioteka klasike e vizionit kompjuterik\" n\u00eb nj\u00eb platform\u00eb m\u00eb moderne p\u00ebr detyra CV\/AI: projekti ka shp\u00eblar\u00eb API-n\u00eb e vjet\u00ebr, ka rishikuar modulimin e inferenc\u00ebs s\u00eb rrjetit nervor, ka zgjeruar mb\u00ebshtetje p\u00ebr ONNX, ka shtuar nj\u00eb baz\u00eb p\u00ebr skenar\u00ebt VLM\/LLM dhe ka p\u00ebrdit\u00ebsuar stekun 3D\/kalibrimin. Zhvilluesit e p\u00ebrshkruajn\u00eb OpenCV 5.0 si nj\u00eb deg\u00eb q\u00eb tani gjithashtu konsiderohet e q\u00ebndrueshme, dhe funksionaliteti i ri do t\u00eb futet kryesisht atje.<\/p>\n<h3>Ndryshimet kryesore<\/h3>\n<ul>\n<li>\n<p><strong>Nj\u00eb motor i ri DNN-inferenc\u00ebs.<\/strong><br \/>\nN\u00eb modul dnn ka nj\u00eb motor t\u00eb ri, i cili ekziston paralelisht me t\u00eb vjetrin. Ai punon m\u00eb mir\u00eb me forma dinamike tensor\u00ebsh, n\u00ebn-grafik\u00eb dhe mund\u00ebsit\u00eb moderne t\u00eb ONNX. \u00cbsht\u00eb shpallur se mbulon m\u00eb shum\u00eb <strong>80% t\u00eb specifikimeve t\u00eb ONNX<\/strong>, nd\u00ebrsa n\u00eb OpenCV 4.x mbuloheshin m\u00eb pak se 23%.<br \/>\nKjo, ndoshta, \u00ebsht\u00eb ndryshimi kryesor i l\u00ebshimit: OpenCV p\u00ebrpiqet t\u00eb b\u00ebhet jo thjesht nj\u00eb nd\u00ebrfaqe rreth modeleve, por nj\u00eb motor i plot\u00eb i integruar inferenc\u00ebs p\u00ebr rrjetet nervore moderne.<\/p>\n<\/li>\n<li>\n<p><strong>Zgjedhja e motorit gjat\u00eb ngarkimit t\u00eb modelit.<\/strong><br \/>\nN\u00eb cv::dnn::readNet() dhe funksionet e ngjashme \u00ebsht\u00eb shtuar parametri ENGINE_AUTO. Me default, OpenCV fillimisht provon motorin e ri dhe, n\u00eb rast d\u00ebshtimi, kthehet n\u00eb at\u00eb klasik. Sjellja gjithashtu mund t\u00eb p\u00ebrcaktohet n\u00ebp\u00ebrmjet variablit t\u00eb mjedisit OPENCV_FORCE_DNN_ENGINE: p\u00ebrdorni motorin e vjet\u00ebr, t\u00eb ri, modalitetin automatik, ose ONNX Runtime. Projektet e vjetra nuk jan\u00eb t\u00eb detyruara t\u00eb kalojn\u00eb menj\u00ebher\u00eb n\u00eb motorin e ri, por modelet e reja mund t\u00eb kalohen gradualisht n\u00eb t\u00eb.<\/p>\n<\/li>\n<li>\n<p><strong>Integrimi me ONNX Runtime.<\/strong><br \/>\nOpenCV tani mund t\u00eb nd\u00ebrtohet me ONNX Runtime t\u00eb lidhur. N\u00eb k\u00ebt\u00eb rast, OpenCV p\u00ebrdor parser-in e vet ONNX p\u00ebr t\u00eb nd\u00ebrtuar grafikun ORT, dhe p\u00ebr k\u00ebt\u00eb arsye nuk k\u00ebrkon paket\u00ebn e plot\u00eb ONNX. P\u00ebr nd\u00ebrtimin jan\u00eb parashikuar parametrat CMake -DWITH_ONNXRUNTIME=ON dhe -DDOWNLOAD_ONNXRUNTIME=ON; p\u00ebr NVIDIA GPU \u2014 -DDOWNLOAD_ONNXRUNTIME_GPU=ON. Funksioni do t\u00eb jet\u00eb i dobish\u00ebm p\u00ebr ata q\u00eb kan\u00eb nevoj\u00eb p\u00ebr inferenc\u00eb GPU tani, sepse motorin e ri DNN t\u00eb OpenCV e p\u00ebrdor vet\u00ebm CPU-n\u00eb p\u00ebr momentin.<\/p>\n<\/li>\n<li>\n<p><strong>Mb\u00ebshtetje p\u00ebr modelet vizion-gjuh\u00eb.<\/strong><br \/>\nMotori i ri DNN p\u00ebrfshin tokenizues, shtresa v\u00ebmendjeje, blloqe dekodimi, post-p\u00ebrpunim dhe KV-cache, t\u00eb nevojshme p\u00ebr t\u00eb aktivizuar modelet VLM \"nga kutia\". Biblioteka historikisht ishte e lidhur me procesimin e imazheve dhe tani po hyn n\u00eb fush\u00ebn e modeleve q\u00eb punojn\u00eb nj\u00ebkoh\u00ebsisht me imazhin dhe tekstin.<\/p>\n<\/li>\n<li>\n<p><strong>Mb\u00ebshtetja GPU e motorit t\u00eb ri DNN nuk \u00ebsht\u00eb akoma e gatshme.<\/strong><br \/>\nMotori i ri n\u00eb OpenCV 5.0 punon vet\u00ebm n\u00eb CPU. Mb\u00ebshtetje nativ\u00eb p\u00ebr GPU pritet t\u00eb shtohet n\u00eb edicionet n\u00eb vijim; p\u00ebr tani, p\u00ebr GPU rekomandohet t\u00eb p\u00ebrdoret motori klasik ose nj\u00eb nd\u00ebrtim me ONNX Runtime dhe ofruesit e ekzekutimit NVIDIA. P\u00ebr inferenc\u00ebn CUDA n\u00eb server ose desktop, OpenCV 5.0 vet\u00eb akoma nuk z\u00ebvend\u00ebson runtime t\u00eb specializuar.<\/p>\n<\/li>\n<li>\n<p><strong>Jan\u00eb hequr parser\u00ebt e vjet\u00ebr Darknet dhe Caffe.<\/strong><br \/>\nZhvilluesit kan\u00eb hequr parser\u00ebt Darknet dhe Caffe, pasi shumica e modeleve jan\u00eb transferuar tashm\u00eb n\u00eb ONNX. TFLite akoma mbetet p\u00ebrmes motorit klasik, nd\u00ebrsa transferimi n\u00eb motorin e ri \u00ebsht\u00eb planifikuar m\u00eb von\u00eb. OpenCV po heq dor\u00eb nga formatet e vjetra dhe fokusohet n\u00eb ONNX si formatin kryesor p\u00ebr shk\u00ebmbimin e modeleve.<\/p>\n<\/li>\n<li>\n<p><strong>Nj\u00eb pastrim i madh i API t\u00eb vjet\u00ebruar.<\/strong><br \/>\nAPI i C OpenCV 1.x \u00ebsht\u00eb hequr: funksione si cvCreateMat() dhe struktura t\u00eb vjetra si CvMat nuk jan\u00eb m\u00eb pjes\u00eb e API-t kryesor. Po ashtu, mb\u00ebshtetje p\u00ebr OpenVX \u00ebsht\u00eb hequr, moduli G-API \u00ebsht\u00eb transferuar n\u00eb opencv_contrib, si dhe moduli klasik ML \u00ebsht\u00eb d\u00ebrguar atje. Nj\u00eb ndryshim i r\u00ebnd\u00ebsish\u00ebm p\u00ebr projektet e vjetra, por kjo ishte e nevojshme: biblioteka po heq borxhin teknik t\u00eb akumuluar gjat\u00eb dekadave.<\/p>\n<\/li>\n<li>\n<p><strong>Features2D \u00ebsht\u00eb rinovuar n\u00eb Features.<\/strong><br \/>\nModuli \u00ebsht\u00eb zgjeruar p\u00ebr vektor\u00ebt modern\u00eb t\u00eb karakteristikave nga rrjetet neuronale. N\u00eb depozit\u00ebn kryesore jan\u00eb l\u00ebn\u00eb SIFT, ORB, FAST, GoodFeaturesToTrack, dhe MSER, nd\u00ebrsa detektor\u00ebt dhe p\u00ebrshkruesit e vjetruar jan\u00eb transferuar n\u00eb opencv_contrib. T\u00eb reja jan\u00eb ALIKED, DISK dhe krahasuesi LightGlue. OpenCV duksh\u00ebm po p\u00ebrshtatet me pipeline moderne, ku karakteristikat e imazhit shpesh nxirren jo nga algoritmet klasike, por nga rrjetet neuronale.<\/p>\n<\/li>\n<li>\n<p><strong>Lloje t\u00eb reja t\u00eb t\u00eb dh\u00ebnave n\u00eb Core.<\/strong><br \/>\nShtuar CV_16BF \/ cv::bfloat, CV_32U, CV_64U, CV_64S dhe CV_Bool. Po ashtu, \u00ebsht\u00eb p\u00ebrmir\u00ebsuar mb\u00ebshtetje p\u00ebr array-t\u00eb N-dimensionale, array-t\u00eb 1D dhe skalar\u00ebt 0D. LAPACK tani \u00ebsht\u00eb gjithmon\u00eb i disponuesh\u00ebm: n\u00ebse nuk ka nj\u00eb bibliotek\u00eb t\u00eb jashtme, OpenCV nd\u00ebrtone nj\u00eb n\u00ebngrup minimal t\u00eb integruar. Ndryshimet jan\u00eb t\u00eb r\u00ebnd\u00ebsishme p\u00ebr DNN, algoritmet numerik\u00eb dhe kompatibilitetin me formatet moderne t\u00eb t\u00eb dh\u00ebnave, ku bfloat16 dhe llojet e p\u00ebrparuara po shihen gjithnj\u00eb e m\u00eb shpesh.<\/p>\n<\/li>\n<li>\n<p><strong>P\u00ebrpunimi i imazheve \u00ebsht\u00eb p\u00ebrshpejtuar.<\/strong><br \/>\nN\u00eb imgproc jan\u00eb riparuar warpAffine, warpPerspective dhe remap. P\u00ebrmir\u00ebsime t\u00eb performanc\u00ebs jan\u00eb deklaruar n\u00eb nj\u00eb gam\u00eb nga 10% deri n\u00eb m\u00eb shum\u00eb se 300% n\u00eb var\u00ebsi t\u00eb platform\u00ebs, madh\u00ebsis\u00eb s\u00eb imazhit, llojit t\u00eb t\u00eb dh\u00ebnave dhe flamujve t\u00eb operacionit.<br \/>\nKjo nuk \u00ebsht\u00eb m\u00eb rreth moduli AI - k\u00ebto optimizime jan\u00eb drejtp\u00ebrdrejt t\u00eb r\u00ebnd\u00ebsishme p\u00ebr detyrat klasike: rrjedhat video, stabilizimi, transformimet projekcionale dhe p\u00ebrgatitjen e t\u00eb dh\u00ebnave para inferenc\u00ebs.<\/p>\n<\/li>\n<li>\n<p><strong>\u00cbsht\u00eb p\u00ebrmir\u00ebsuar dalja e tekstit.<\/strong><br \/>\nMekanizmi i vjet\u00ebr i renderimit t\u00eb tekstit \u00ebsht\u00eb z\u00ebvend\u00ebsuar me motorin STB-based TrueType me shkronj\u00ebn variative t\u00eb integruar Rubik. Mund t\u00eb lidhni shkronja t\u00eb personalizuara, me mb\u00ebshtetje t\u00eb gjer\u00eb p\u00ebr Unicode. Megjithat\u00eb, shkrimet e nd\u00ebrlikuara si arabishtja dhe devanagari ende shfaqen keq pa Harfbuzz, dhe emoji me ngjyra nuk mb\u00ebshteten. OpenCV b\u00ebhet m\u00eb i leht\u00eb p\u00ebr t\u00eb gjeneruar annotime, imazhe debuguese dhe vizualizime pa bibliotekat e jashtme.<\/p>\n<\/li>\n<li>\n<p><strong>3D dhe kalibrimi i kamerave jan\u00eb p\u00ebrdit\u00ebsuar.<\/strong><br \/>\ncalib3d \u00ebsht\u00eb ndar\u00eb n\u00eb geometry, calib, stereo dhe ptcloud. USAC \u00ebsht\u00eb b\u00ebr\u00eb backend-i standard p\u00ebr vler\u00ebsimin e q\u00ebndruesh\u00ebm t\u00eb homografis\u00eb, matric\u00ebs thelb\u00ebsore\/fundamentale, PnP dhe detyrave t\u00eb tjera. Nj\u00eb linj\u00eb e kalibrimit t\u00eb shum\u00eb kamerave \u00ebsht\u00eb shtuar, mb\u00ebshtetje fillestare p\u00ebr procesimin e rrjetave dhe grumbujve t\u00eb pikave, duke p\u00ebrfshir\u00eb TSDF, ICP, importin dhe eksportin e .ply dhe .obj. Ky \u00ebsht\u00eb nj\u00eb hap i r\u00ebnd\u00ebsish\u00ebm p\u00ebr robotik\u00ebn, SLAM, AR\/VR dhe sistemet me shum\u00eb kamera, ku p\u00ebrpunimi 2D nuk \u00ebsht\u00eb m\u00eb i mjaftuesh\u00ebm.<\/p>\n<\/li>\n<li>\n<p><strong>Shembujt dhe dokumentacioni jan\u00eb riparaqitur.<\/strong><br \/>\nShembujt e vjetruar jan\u00eb fshir\u00eb, nd\u00ebrsa ata q\u00eb kan\u00eb mbetur jan\u00eb p\u00ebrdit\u00ebsuar. P\u00ebr shembujt DNN p\u00ebrdoret nj\u00eb koleksion i p\u00ebrbashk\u00ebt modelev, i cili mund t\u00eb shkarkohet me skriptin download_models.py. Jan\u00eb shtuar shembuj eksperimental p\u00ebr VLM dhe LDM, nd\u00ebrsa dokumentacioni mori nj\u00eb tem\u00eb moderne, k\u00ebrkim t\u00eb shpejt\u00eb, mod t\u00eb ndri\u00e7uar\/err\u00ebsuar dhe navigacion t\u00eb p\u00ebrmir\u00ebsuar. P\u00ebr nj\u00eb bibliotek\u00eb kaq t\u00eb madhe, ky nuk \u00ebsht\u00eb nj\u00eb ndryshim kozmetik: dokumentacioni normal dhe shembujt funksional\u00eb ndikojn\u00eb drejtp\u00ebrdrejt n\u00eb mund\u00ebsin\u00eb q\u00eb zhvilluesit t\u00eb kalojn\u00eb n\u00eb OpenCV 5.x.<\/p>\n<\/li>\n<\/ul>\n<p>N\u00eb fund, OpenCV 5.0 nuk \u00ebsht\u00eb thjesht nj\u00eb lan\u00e7im tjet\u00ebr me optimizime, por nj\u00eb p\u00ebrdit\u00ebsim t\u00eb konsideruesh\u00ebm t\u00eb gjith\u00eb: m\u00eb pak trash\u00ebgimi nga epoka e OpenCV 1.x dhe m\u00eb shum\u00eb orientim drejt ONNX, inferenc\u00eb t\u00eb neurorrjeteve, tipare moderne, p\u00ebrpunim 3D dhe akcelerim heterogjen. Megjithat\u00eb, kalimi p\u00ebr projektet e vjetra mund t\u00eb k\u00ebrkoj\u00eb rregullime p\u00ebr shkak t\u00eb eliminimit t\u00eb C API dhe transferimit t\u00eb disa moduleve n\u00eb opencv_contrib.<\/p>\n<p>Burimi: <a \ncontent=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.linux.org.ru\/news\/development\/18313193\">linux.org.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 OpenCV 5.0.0 \u2014 \u043a\u0440\u0443\u043f\u043d\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439. \u0420\u0435\u043b\u0438\u0437 \u0441\u043e\u0441\u0442\u043e\u044f\u043b\u0441\u044f 6 \u0438\u044e\u043d\u044f 2026 \u0433\u043e\u0434\u0430 \u0438 \u0443\u0436\u0435 \u043e\u0442\u043c\u0435\u0447\u0435\u043d \u043a\u0430\u043a \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0439 \u0432 \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u043d\u0430 GitHub. OpenCV \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 Apache-2.0. \u0421\u0443\u0442\u044c \u0440\u0435\u043b\u0438\u0437\u0430 \u2014 \u043f\u0435\u0440\u0435\u0445\u043e\u0434 OpenCV \u043e\u0442 \u00ab\u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f\u00bb \u043a \u0431\u043e\u043b\u0435\u0435 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435 \u0434\u043b\u044f CV\/AI-\u0437\u0430\u0434\u0430\u0447: \u043f\u0440\u043e\u0435\u043a\u0442 \u0432\u044b\u0447\u0438\u0441\u0442\u0438\u043b \u0441\u0442\u0430\u0440\u043e\u0435 API, \u043f\u0435\u0440\u0435\u0440\u0430\u0431\u043e\u0442\u0430\u043b [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":8,"featured_media":181945,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-181944","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d OpenCV 5.0.0 \u2014 \u043a\u0440\u0443\u043f\u043d\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439. \u0420\u0435\u043b\u0438\u0437 \u0441\u043e\u0441\u0442\u043e\u044f\u043b\u0441\u044f 6 \u0438\u044e\u043d\u044f 2026 \u0433\u043e\u0434\u0430 \u0438 \u0443\u0436\u0435 \u043e\u0442\u043c\u0435\u0447\u0435\u043d \u043a\u0430\u043a \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0439 \u0432 \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u043d\u0430 GitHub. 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