{"id":906,"date":"2025-07-06T05:28:51","date_gmt":"2025-07-06T05:28:51","guid":{"rendered":"https:\/\/janusai.pro\/?p=906"},"modified":"2025-07-06T05:28:52","modified_gmt":"2025-07-06T05:28:52","slug":"janus-4o-sharegpt-4o-image","status":"publish","type":"post","link":"https:\/\/janusai.pro\/hu\/janus-4o-sharegpt-4o-image\/","title":{"rendered":"A multimod\u00e1lis k\u00e9pgener\u00e1l\u00e1s \u00faj szt\u00e1rja: a Janus-4o? Megoszt\u00e1s: A GPT-4o-Image \u00faj m\u00e9rc\u00e9t \u00e1ll\u00edt fel az adatk\u00e9szletek sz\u00e1m\u00e1ra, \u00f6sszehangolva a k\u00e9pgener\u00e1l\u00e1st a GPT-4o-val."},"content":{"rendered":"<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>\n<p><a href=\"https:\/\/sharegpt4o.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Megoszt\u00e1sGPT-4o-k\u00e9p<\/a> egy nagym\u00e9ret\u0171, kiv\u00e1l\u00f3 min\u0151s\u00e9g\u0171 k\u00e9pgener\u00e1l\u00f3 adatk\u00e9szlet, ahol minden k\u00e9p a GPT-4o k\u00e9pgener\u00e1l\u00f3 k\u00e9pess\u00e9geivel k\u00e9sz\u00fcl.<\/p>\n\n\n\n<p>Ez az adathalmaz a ny\u00edlt forr\u00e1sk\u00f3d\u00fa multimod\u00e1lis modellek el\u0151nyeit k\u00edv\u00e1nja \u00f6tv\u00f6zni a GPT-4o er\u0151ss\u00e9geivel a vizu\u00e1lis tartalomk\u00e9sz\u00edt\u00e9sben. <\/p>\n\n\n\n<p>45 000 sz\u00f6veg-k\u00e9p \u00e9s 46 000 k\u00e9p-sz\u00f6veg mint\u00e1t tartalmaz, \u00edgy praktikus eszk\u00f6zz\u00e9 v\u00e1lik a multimod\u00e1lis modellek fejleszt\u00e9s\u00e9hez a k\u00e9pgener\u00e1l\u00e1si \u00e9s -szerkeszt\u00e9si feladatokban.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"998\" height=\"700\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/f48c8349-9310-48a1-9276-d7614aa958d9.png\" alt=\"\" class=\"wp-image-911\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/f48c8349-9310-48a1-9276-d7614aa958d9.png 998w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/f48c8349-9310-48a1-9276-d7614aa958d9-300x210.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/f48c8349-9310-48a1-9276-d7614aa958d9-768x539.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/f48c8349-9310-48a1-9276-d7614aa958d9-18x12.png 18w\" sizes=\"auto, (max-width: 998px) 100vw, 998px\" \/><\/figure>\n\n\n\n<p>A Janus-4o egy multimod\u00e1lis LLM, amely k\u00e9pes sz\u00f6vegb\u0151l k\u00e9pbe \u00e9s sz\u00f6veg+k\u00e9pb\u0151l k\u00e9pbe konvert\u00e1l\u00e1sra. Az Janus-Pro-n alapul, \u00e9s a ShareGPT-4o-Image adatk\u00e9szlettel finomhangolt\u00e1k. Az Janus-Pro-hez k\u00e9pest a Janus-4o bevezeti a sz\u00f6veg+k\u00e9pb\u0151l k\u00e9pbe konvert\u00e1l\u00e1s k\u00e9pess\u00e9geit, \u00e9s jelent\u0151s fejleszt\u00e9seket \u00e9r el a sz\u00f6vegb\u0151l k\u00e9pbe konvert\u00e1l\u00e1s ter\u00e9n.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Tartalomjegyz\u00e9k<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Tartalomjegyz\u00e9k\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/janusai.pro\/hu\/janus-4o-sharegpt-4o-image\/#Dataset_Overview\" >Adatk\u00e9szlet \u00e1ttekint\u00e9se<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/janusai.pro\/hu\/janus-4o-sharegpt-4o-image\/#Related_Links\" >Kapcsol\u00f3d\u00f3 linkek<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/janusai.pro\/hu\/janus-4o-sharegpt-4o-image\/#Paper_Introduction\" >Bevezet\u00e9s a tanulm\u00e1nyba<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/janusai.pro\/hu\/janus-4o-sharegpt-4o-image\/#Method_Overview\" >M\u00f3dszer \u00e1ttekint\u00e9se<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/janusai.pro\/hu\/janus-4o-sharegpt-4o-image\/#Experimental_Results\" >K\u00eds\u00e9rleti eredm\u00e9nyek<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/janusai.pro\/hu\/janus-4o-sharegpt-4o-image\/#Conclusions\" >K\u00f6vetkeztet\u00e9sek<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Dataset_Overview\"><\/span>Adatk\u00e9szlet \u00e1ttekint\u00e9se<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A ShareGPT-4o-Image adatk\u00e9szlet 91 000 GPT-4o k\u00e9pgener\u00e1l\u00e1si mint\u00e1t tartalmaz, a k\u00f6vetkez\u0151 kateg\u00f3ri\u00e1kba sorolva:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sz\u00f6vegb\u0151l k\u00e9pp\u00e9 alak\u00edt\u00e1s: 45 717<\/li>\n\n\n\n<li>Sz\u00f6vegb\u0151l k\u00e9pbe konvert\u00e1l\u00e1s: 46 539<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Related_Links\"><\/span>Kapcsol\u00f3d\u00f3 linkek<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>K\u00f3d: <a href=\"https:\/\/github.com\/FreedomIntelligence\/ShareGPT-4o-Image\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">github kattints ide<\/a><\/p>\n\n\n\n<p>Modell: <a href=\"https:\/\/huggingface.co\/FreedomIntelligence\/Janus-4o-7B\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Szerezd meg a ShareGPT-4o-Image modellt<\/a><\/p>\n\n\n\n<p>Pap\u00edr: <a href=\"https:\/\/arxiv.org\/pdf\/2506.18095\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">kattintson ide<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Paper_Introduction\"><\/span>Bevezet\u00e9s a tanulm\u00e1nyba<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A multimod\u00e1lis gener\u00e1l\u00e1si modellek leg\u00fajabb fejleszt\u00e9sei lehet\u0151v\u00e9 tett\u00e9k a val\u00f3s\u00e1gh\u0171, utas\u00edt\u00e1s-illeszt\u0151 k\u00e9pgener\u00e1l\u00e1st. Azonban a vezet\u0151 rendszerek, mint p\u00e9ld\u00e1ul a GPT-4o-Image, tov\u00e1bbra is z\u00e1rtk\u00f6r\u0171en haszn\u00e1ltak \u00e9s el\u00e9rhetetlenek.<\/p>\n\n\n\n<p>Annak \u00e9rdek\u00e9ben, hogy ezek a k\u00e9pess\u00e9gek a nyilv\u00e1noss\u00e1g sz\u00e1m\u00e1ra is el\u00e9rhet\u0151v\u00e9 v\u00e1ljanak, a cikk bemutatja a ShareGPT-4o-Image adathalmazt, az els\u0151 olyan adathalmazt, amely 45 000 sz\u00f6veg-k\u00e9p \u00e9s 46 000 sz\u00f6veg-plusz-k\u00e9p-k\u00e9p p\u00e9ld\u00e1t tartalmaz, mindegyiket a GPT-4o k\u00e9pgener\u00e1l\u00e1si k\u00e9pess\u00e9geivel szintetiz\u00e1lt\u00e1k a fejlett k\u00e9pgener\u00e1l\u00e1si k\u00e9pess\u00e9gek finom\u00edt\u00e1sa \u00e9rdek\u00e9ben. Ezt az adathalmazt felhaszn\u00e1lva a cikk kifejlesztette a Janus-4o-t, egy multimod\u00e1lis nagym\u00e9ret\u0171 nyelvi modellt, amely k\u00e9pes sz\u00f6veg-k\u00e9p \u00e9s sz\u00f6veg-plusz-k\u00e9p-k\u00e9p gener\u00e1l\u00e1s\u00e1ra.<\/p>\n\n\n\n<p>A Janus-4o nemcsak jelent\u0151sen jav\u00edtja a sz\u00f6vegb\u0151l k\u00e9pp\u00e9 gener\u00e1l\u00e1si k\u00e9pess\u00e9geit az Janus-Pro el\u0151dj\u00e9hez k\u00e9pest, hanem sz\u00f6veg-plusz-k\u00e9pb\u0151l k\u00e9pp\u00e9 gener\u00e1l\u00e1si k\u00e9pess\u00e9geket is bevezet. Figyelemre m\u00e9lt\u00f3, hogy leny\u0171g\u00f6z\u0151 teljes\u00edtm\u00e9nyt \u00e9r el sz\u00f6vegb\u0151l \u00e9s k\u00e9pekb\u0151l t\u00f6rt\u00e9n\u0151 k\u00e9pgener\u00e1l\u00e1sban a semmib\u0151l, mind\u00f6ssze 91K szintetikus mint\u00e1t haszn\u00e1lva, \u00e9s 6 \u00f3r\u00e1n \u00e1t betan\u00edtva egy 8\u00d7A800 GPU-s g\u00e9pen.<\/p>\n\n\n\n<p>Rem\u00e9lj\u00fck, hogy a ShareGPT-4o-Image \u00e9s a Janus-4o megjelen\u00e9se el\u0151seg\u00edti a fotorealisztikus, utas\u00edt\u00e1sokhoz igaz\u00edtott k\u00e9pgener\u00e1l\u00e1s ny\u00edlt kutat\u00e1s\u00e1t.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Method_Overview\"><\/span>M\u00f3dszer \u00e1ttekint\u00e9se<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1028\" height=\"718\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/74bd55e5-5cc6-49e8-be21-cf5c4a66042d.png\" alt=\"\" class=\"wp-image-908\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/74bd55e5-5cc6-49e8-be21-cf5c4a66042d.png 1028w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/74bd55e5-5cc6-49e8-be21-cf5c4a66042d-300x210.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/74bd55e5-5cc6-49e8-be21-cf5c4a66042d-1024x715.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/74bd55e5-5cc6-49e8-be21-cf5c4a66042d-768x536.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/74bd55e5-5cc6-49e8-be21-cf5c4a66042d-18x12.png 18w\" sizes=\"auto, (max-width: 1028px) 100vw, 1028px\" \/><\/figure>\n\n\n\n<p><strong>A ShareGPT-4o-Image jav\u00edtja a k\u00e9pgener\u00e1l\u00e1si teljes\u00edtm\u00e9nyt.<\/strong> Az Janus-Pro \u00e9s a ShareGPT-4o-Image finomhangol\u00e1s\u00e1val l\u00e9trehoztuk a Janus-4o-t, amely jelent\u0151sen jobb k\u00e9pgener\u00e1l\u00e1si teljes\u00edtm\u00e9nyt mutat. A Janus-4o t\u00e1mogatja a sz\u00f6vegb\u0151l k\u00e9pp\u00e9 \u00e9s k\u00e9pb\u0151l k\u00e9pp\u00e9 gener\u00e1l\u00e1st is, \u00e9s mind\u00f6ssze 91 000 betan\u00edt\u00f3 mint\u00e1val fel\u00fclm\u00falta a t\u00f6bbi benchmarkot.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"370\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/fc3b163f-d1d2-42f5-81bc-884eb677ea52.png\" alt=\"\" class=\"wp-image-910\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/fc3b163f-d1d2-42f5-81bc-884eb677ea52.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/fc3b163f-d1d2-42f5-81bc-884eb677ea52-300x108.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/fc3b163f-d1d2-42f5-81bc-884eb677ea52-768x278.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/fc3b163f-d1d2-42f5-81bc-884eb677ea52-18x7.png 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Janus-4o modell \u00e1ttekint\u00e9se.<\/strong> A modell az Janus-Pro-n alapul, \u00e9s a ShareGPT-4o-Image finomhangol\u00e1s\u00e1val k\u00e9sz\u00fclt. Tov\u00e1bbfejlesztett funkci\u00f3kat tartalmaz a sz\u00f6vegb\u0151l k\u00e9pbe \u00e9s a k\u00e9pb\u0151l k\u00e9pbe gener\u00e1l\u00e1s t\u00e1mogat\u00e1s\u00e1ra. Mind a sz\u00f6vegb\u0151l k\u00e9pbe, mind a sz\u00f6vegb\u0151l k\u00e9pbe feladatok k\u00f6z\u00f6sen vannak betan\u00edtva.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1058\" height=\"304\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/2b81408d-3c8b-45a8-ac73-ee0a48164c05.png\" alt=\"\" class=\"wp-image-909\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/2b81408d-3c8b-45a8-ac73-ee0a48164c05.png 1058w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/2b81408d-3c8b-45a8-ac73-ee0a48164c05-300x86.png 300w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/2b81408d-3c8b-45a8-ac73-ee0a48164c05-1024x294.png 1024w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/2b81408d-3c8b-45a8-ac73-ee0a48164c05-768x221.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/2b81408d-3c8b-45a8-ac73-ee0a48164c05-18x5.png 18w\" sizes=\"auto, (max-width: 1058px) 100vw, 1058px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Experimental_Results\"><\/span>K\u00eds\u00e9rleti eredm\u00e9nyek<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1072\" height=\"1140\" src=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/72720ada-7418-4979-a8fd-4ce09050d696.png\" alt=\"\" class=\"wp-image-907\" srcset=\"https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/72720ada-7418-4979-a8fd-4ce09050d696.png 1072w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/72720ada-7418-4979-a8fd-4ce09050d696-282x300.png 282w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/72720ada-7418-4979-a8fd-4ce09050d696-963x1024.png 963w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/72720ada-7418-4979-a8fd-4ce09050d696-768x817.png 768w, https:\/\/janusai.pro\/wp-content\/uploads\/2025\/07\/72720ada-7418-4979-a8fd-4ce09050d696-11x12.png 11w\" sizes=\"auto, (max-width: 1072px) 100vw, 1072px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusions\"><\/span>K\u00f6vetkeztet\u00e9sek<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A ShareGPT-4o-Image az els\u0151 nagym\u00e9ret\u0171 adathalmaz, amely k\u00e9pes r\u00f6gz\u00edteni a GPT-4o fejlett k\u00e9pgener\u00e1l\u00e1si k\u00e9pess\u00e9geit a sz\u00f6vegb\u0151l k\u00e9pbe \u00e9s a sz\u00f6vegb\u0151l k\u00e9pbe konvert\u00e1l\u00e1s sor\u00e1n. Ezen adathalmaz alapj\u00e1n a tanulm\u00e1ny kifejlesztette a Janus-4o-t, egy g\u00e9pi tanul\u00e1si modellt (MLLM), amely k\u00e9pes kiv\u00e1l\u00f3 min\u0151s\u00e9g\u0171 k\u00e9pek el\u0151\u00e1ll\u00edt\u00e1s\u00e1ra tiszta sz\u00f6vegb\u0151l vagy k\u00e9p-sz\u00f6veg kombin\u00e1ci\u00f3kb\u00f3l.<\/p>\n\n\n\n<p>A Janus-4o jelent\u0151s fejleszt\u00e9seket \u00e9r el a sz\u00f6vegb\u0151l k\u00e9pp\u00e9 gener\u00e1l\u00e1sban, \u00e9s rendk\u00edv\u00fcl versenyk\u00e9pes eredm\u00e9nyeket \u00e9r el a sz\u00f6vegb\u0151l k\u00e9pp\u00e9 alak\u00edt\u00e1si feladatokban, ami demonstr\u00e1lja a ShareGPT-4o-Image magas min\u0151s\u00e9g\u00e9t \u00e9s praktikuss\u00e1g\u00e1t.<\/p>\n\n\n\n<p>Az MLLM-en alapul\u00f3 \u00f6nregressz\u00edv k\u00e9pgener\u00e1l\u00e1s hat\u00e9konys\u00e1g\u00e1nak k\u00f6sz\u00f6nhet\u0151en a Janus-4o mind\u00f6ssze 6 \u00f3ra alatt betan\u00edthat\u00f3 egy 8\u00d7A800 GPU-s g\u00e9pen, \u00e9s jelent\u0151s teljes\u00edtm\u00e9nyn\u00f6veked\u00e9st \u00e9r el rendk\u00edv\u00fcl alacsony sz\u00e1m\u00edt\u00e1si ig\u00e9ny mellett.<\/p>","protected":false},"excerpt":{"rendered":"<p>A ShareGPT-4o-Image egy nagym\u00e9ret\u0171, kiv\u00e1l\u00f3 min\u0151s\u00e9g\u0171 k\u00e9pgener\u00e1l\u00f3 adatk\u00e9szlet, amelyben minden k\u00e9p a GPT-4o k\u00e9pgener\u00e1l\u00f3 k\u00e9pess\u00e9geivel gener\u00e1l\u00f3dik. Ez az adatk\u00e9szlet a ny\u00edlt forr\u00e1sk\u00f3d\u00fa multimod\u00e1lis modellek el\u0151nyeit \u00f6tv\u00f6zi a GPT-4o vizu\u00e1lis tartalomk\u00e9sz\u00edt\u00e9si er\u0151ss\u00e9geivel. 45 000 sz\u00f6veg-k\u00e9p \u00e9s 46 000 k\u00e9p-sz\u00f6veg mint\u00e1t tartalmaz, \u00edgy praktikus er\u0151forr\u00e1ss\u00e1 v\u00e1lik a k\u00e9pfeldolgoz\u00e1sban haszn\u00e1lt multimod\u00e1lis modellek fejleszt\u00e9s\u00e9hez\u2026<\/p>","protected":false},"author":2,"featured_media":859,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-906","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/posts\/906","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/comments?post=906"}],"version-history":[{"count":1,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/posts\/906\/revisions"}],"predecessor-version":[{"id":912,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/posts\/906\/revisions\/912"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/media\/859"}],"wp:attachment":[{"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/media?parent=906"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/categories?post=906"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/janusai.pro\/hu\/wp-json\/wp\/v2\/tags?post=906"}],"curies":[{"name":"munkaf\u00fczet","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}