{"id":10949,"date":"2026-02-17T00:51:44","date_gmt":"2026-02-16T21:51:44","guid":{"rendered":"https:\/\/www.modpark.com\/blog\/?p=10949"},"modified":"2026-02-17T00:51:48","modified_gmt":"2026-02-16T21:51:48","slug":"lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu","status":"publish","type":"post","link":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/","title":{"rendered":"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla &#8220;Derinlik&#8221; Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc."},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Araba De\u011fil, Tekerlekli Bir G\u00f6z! <a href=\"https:\/\/www.modpark.com\/blog\/tag\/tesla\/\" type=\"post_tag\" id=\"329\">Tesla<\/a> Vision Nas\u0131l \u00c7al\u0131\u015f\u0131r? \u0130\u015fte <a href=\"https:\/\/www.modpark.com\/blog\/tag\/otonom-surus\/\" type=\"post_tag\" id=\"415\">Otonom S\u00fcr\u00fc\u015f\u00fc <\/a>De\u011fi\u015ftiren 2 Gizli Patent.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">y\u0131llard\u0131r s\u00fcregelen &#8220;LiDAR m\u0131, Kamera m\u0131?&#8221; sava\u015f\u0131nda Elon Musk son noktay\u0131 koydu. Tesla, y\u00fcz binlerce sat\u0131rl\u0131k karma\u015f\u0131k C++ kodlar\u0131n\u0131 \u00e7\u00f6pe at\u0131p yerine &#8220;saf g\u00f6rsel zeka&#8221;y\u0131 yerle\u015ftirdi\u011finden beri hi\u00e7bir \u015fey eskisi gibi de\u011fil. Bir otomobil edit\u00f6r\u00fc olarak \u015funu rahatl\u0131kla s\u00f6yleyebilirim: Tesla\u2019n\u0131n yapt\u0131\u011f\u0131 \u015fey sadece bir yaz\u0131l\u0131m g\u00fcncellemesi de\u011fil; makineye &#8220;bakmay\u0131 de\u011fil, g\u00f6rmeyi&#8221; \u00f6\u011fretmek.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130\u015fte milyarlarca piksellik veriyi bir insan beyni h\u0131z\u0131yla i\u015fleyen, o me\u015fhur <strong>Tesla Vision<\/strong> teknolojisinin perde arkas\u0131ndaki m\u00fchendislik harikas\u0131!<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Tesla\u2019n\u0131n G\u00f6rsel Devrimi: Pahal\u0131 Sens\u00f6rlere Veda, Yapay Zekaya Merhaba!<\/strong><\/p>\n<\/blockquote>\n\n\n\n<h1 class=\"wp-block-heading\"><a href=\"https:\/\/www.modpark.com\/blog\/tag\/tesla-fsd\/\" type=\"post_tag\" id=\"1247\">FSD v12<\/a> S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc: 300 Bin Sat\u0131r Kodun Yerini Alan G\u00f6rsel Zeka<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Bir otomobil d\u00fc\u015f\u00fcn\u00fcn\u2026<br>Karar\u0131 art\u0131k sat\u0131r sat\u0131r yaz\u0131lm\u0131\u015f kodlar vermiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">G\u00f6r\u00fcnt\u00fcden \u00f6\u011frenen, ge\u00e7mi\u015f deneyimlerinden anlam \u00e7\u0131karan bir yapay zeka veriyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130\u015fte Tesla\u2019n\u0131n <strong>FSD v12<\/strong> ile yapt\u0131\u011f\u0131 tam olarak bu: 300 bin sat\u0131r geleneksel C++ kural kodunu \u00e7\u00f6pe at\u0131p, direksiyon kontrol\u00fcn\u00fc u\u00e7tan uca (end-to-end) sinir a\u011flar\u0131na devretmek.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu bir g\u00fcncelleme de\u011fil.<br>Bu, mimari bir kopu\u015f.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"><a href=\"https:\/\/www.modpark.com\/blog\/tag\/tesla\/\" type=\"post_tag\" id=\"329\"> Tesla<\/a> Vision: LiDAR\u2019s\u0131z Otonom S\u00fcr\u00fc\u015f M\u00fcmk\u00fcn m\u00fc?<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Rakiplerin \u00e7o\u011fu pahal\u0131 LiDAR sens\u00f6rleriyle \u00e7evreyi tararken Tesla farkl\u0131 bir yoldan ilerliyor:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>8 kamera<\/li>\n\n\n\n<li>Yapay zeka<\/li>\n\n\n\n<li>Devasa veri havuzu<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tesla Vision<\/strong>, d\u00fcnyay\u0131 sadece g\u00f6rerek anlamland\u0131rmaya \u00e7al\u0131\u015f\u0131yor. \u0130nsan g\u00f6z\u00fc gibi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Peki en kritik soru:<br>Derinli\u011fi nas\u0131l hesapl\u0131yor?<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"> Derinlik ve H\u0131z Tahmini: G\u00f6r\u00fcnt\u00fcden Mesafe Hesab\u0131<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Tesla\u2019n\u0131n yakla\u015f\u0131m\u0131 cesur:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LiDAR\u2019\u0131 ara\u00e7larda s\u00fcrekli kullanmak yerine<\/li>\n\n\n\n<li>E\u011fitim a\u015famas\u0131nda \u201cground truth\u201d do\u011frulama arac\u0131 olarak kullanmak<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Milyonlarca kilometrelik s\u00fcr\u00fc\u015f verisi, LiDAR ve radar destekli test ara\u00e7lar\u0131yla etiketleniyor. Sinir a\u011flar\u0131 bu veriden \u00f6\u011freniyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sonu\u00e7?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2D kamera g\u00f6r\u00fcnt\u00fcs\u00fcnden, milimetrik hassasiyete yak\u0131n mesafe tahmini.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130nsan nas\u0131l iki g\u00f6zle derinlik alg\u0131l\u0131yorsa, Tesla da zaman serisi analiziyle benzer \u00e7\u0131kar\u0131mlar yap\u0131yor.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"> Verimlilik S\u0131rr\u0131: Foveated G\u00f6r\u00fc\u015f Yakla\u015f\u0131m\u0131<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Sekiz y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc kameradan gelen veriyi s\u00fcrekli tam \u00e7\u00f6z\u00fcn\u00fcrl\u00fckte i\u015flemek mi?<br>\u0130mk\u00e2ns\u0131z de\u011fil\u2026 ama gereksiz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tesla burada insan g\u00f6z\u00fcnden ilham al\u0131yor:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Merkez g\u00f6r\u00fc\u015f alan\u0131 \u2192 Y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fck<\/li>\n\n\n\n<li>\u00c7evresel alan \u2192 Daha d\u00fc\u015f\u00fck \u00e7\u00f6z\u00fcn\u00fcrl\u00fck<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Bu teknik sayesinde:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>200 metre ilerideki tabela net okunuyor<\/li>\n\n\n\n<li>\u0130\u015flemci g\u00fcc\u00fc bo\u015fa harcanm\u0131yor<\/li>\n\n\n\n<li>Gecikme s\u00fcresi minimuma iniyor<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Yani mesele donan\u0131m kalabal\u0131\u011f\u0131 de\u011fil.<br>Ak\u0131ll\u0131 \u00f6nceliklendirme.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">  <a href=\"https:\/\/www.modpark.com\/blog\/tag\/tesla-fsd\/\" type=\"post_tag\" id=\"1247\">FSD v12<\/a> Mimari Katmanlar\u0131 <\/h4>\n\n\n\n<h5 class=\"wp-block-heading\"> Giri\u015f Katman\u0131<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>8 kamera (360\u00b0 g\u00f6r\u00fc\u015f)<\/li>\n\n\n\n<li>Ham piksel verisi FSD bilgisayar\u0131na aktar\u0131l\u0131r<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">  HydraNet<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Multi-task learning yap\u0131s\u0131<\/li>\n\n\n\n<li>\u015eerit, trafik \u0131\u015f\u0131\u011f\u0131, ara\u00e7 ve yayay\u0131 ayn\u0131 anda tan\u0131r<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">  Occupancy Network<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>3D hacimsel alg\u0131lama<\/li>\n\n\n\n<li>Nesnenin ne oldu\u011funu bilmese bile alan\u0131n \u201cdolu\u201d oldu\u011funu anlar<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"> Vector Space (BEV)<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Bird\u2019s Eye View haritalama<\/li>\n\n\n\n<li>2D g\u00f6r\u00fcnt\u00fcy\u00fc \u00fcstten 3D d\u00fcnya modeline d\u00f6n\u00fc\u015ft\u00fcr\u00fcr<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">  Neural Planner<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>End-to-End karar mekanizmas\u0131<\/li>\n\n\n\n<li>G\u00f6r\u00fcnt\u00fcden do\u011frudan direksiyon ve fren komutu \u00fcretir<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">  \u0130\u015fleme G\u00fcc\u00fc<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI5 (Hardware 5)<\/li>\n\n\n\n<li>Saniyede milyarlarca i\u015flem<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Burada kritik nokta \u015fu:<br>Arada manuel kural yaz\u0131m\u0131 yok.<br>Sistem \u00f6\u011freniyor, genelliyor ve karar veriyor.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">  300 Bin Sat\u0131r Kod Neden Silindi?<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Eski nesil otonom sistemler \u015f\u00f6yle \u00e7al\u0131\u015f\u0131yordu:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cE\u011fer trafik \u0131\u015f\u0131\u011f\u0131 k\u0131rm\u0131z\u0131ysa \u2192 dur.\u201d<br>\u201cE\u011fer ara\u00e7 yakla\u015f\u0131rsa \u2192 yava\u015fla.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">FSD v12\u2019de ise sistem:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>G\u00f6r\u00fcnt\u00fcy\u00fc al\u0131yor<\/li>\n\n\n\n<li>Durumu anl\u0131yor<\/li>\n\n\n\n<li>Karar\u0131 do\u011frudan \u00fcretiyor<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Bu yakla\u015f\u0131m, yaz\u0131l\u0131m\u0131n daha do\u011fal ve insan benzeri davranmas\u0131n\u0131 sa\u011fl\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kod yaz\u0131lm\u0131yor.<br>Model e\u011fitiliyor.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"> Peki Zor Ko\u015fullarda Ne Oluyor?<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Kar, ya\u011fmur, karma\u015f\u0131k \u015fehir trafi\u011fi\u2026<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.modpark.com\/blog\/tag\/tesla\/\" type=\"post_tag\" id=\"329\">Tesla<\/a> Vision\u2019\u0131n en b\u00fcy\u00fck avantaj\u0131:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>S\u00fcrekli OTA (Over-the-Air) g\u00fcncellemeler<\/li>\n\n\n\n<li>Milyonlarca ara\u00e7tan veri ak\u0131\u015f\u0131<\/li>\n\n\n\n<li>S\u00fcrekli \u00f6\u011frenen a\u011f yap\u0131s\u0131<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Bu sistem statik de\u011fil.<br>Ya\u015fayan bir algoritma.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udfaf B\u00fcy\u00fck Resim: Donan\u0131m De\u011fil, Mimari Zeka<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tesla\u2019n\u0131n stratejisi net:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Daha fazla sens\u00f6r eklemek yerine<\/li>\n\n\n\n<li>Mevcut donan\u0131m\u0131 daha ak\u0131ll\u0131 kullanmak<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Bu yakla\u015f\u0131m iki kritik avantaj sa\u011fl\u0131yor:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Maliyet avantaj\u0131<\/li>\n\n\n\n<li>\u00d6l\u00e7eklenebilirlik<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.modpark.com\/blog\/tag\/lidar\/\" type=\"post_tag\" id=\"3169\">LiDAR\u2019s\u0131z<\/a> otonom s\u00fcr\u00fc\u015f e\u011fer bir g\u00fcn standart olacaksa, temelleri bug\u00fcn at\u0131l\u0131yor.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"> <a href=\"https:\/\/www.modpark.com\/blog\/tag\/otonom-surus\/\" type=\"post_tag\" id=\"415\">Otonom S\u00fcr\u00fc\u015fte <\/a>Yeni \u00c7a\u011f Ba\u015flad\u0131<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">FSD v12 yaln\u0131zca bir yaz\u0131l\u0131m g\u00fcncellemesi de\u011fil.<br>Bu, otomotiv d\u00fcnyas\u0131nda paradigma de\u011fi\u015fimi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Direksiyon art\u0131k sat\u0131r sat\u0131r yaz\u0131lm\u0131\u015f kurallara de\u011fil,<br>\u00f6\u011frenen sinir a\u011flar\u0131na emanet.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ve e\u011fer bu mimari ba\u015far\u0131ya ula\u015f\u0131rsa,<br>gelecekte \u201csens\u00f6r orman\u0131\u201d yerine,<br>ak\u0131ll\u0131 yaz\u0131l\u0131m \u00e7a\u011f\u0131n\u0131 konu\u015fuyor olaca\u011f\u0131z.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Otonom s\u00fcr\u00fc\u015f yar\u0131\u015f\u0131nda as\u0131l devrim\u2026<br>kameran\u0131n arkas\u0131ndaki zek\u00e2da gizli.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><strong>Tesla FSD Teknolojik Katman Analizi<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Katman<\/strong><\/td><td><strong>Teknoloji<\/strong><\/td><td><strong>\u0130\u015flevi<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>Giri\u015f (Input)<\/strong><\/td><td>8 Kamera (360\u00b0)<\/td><td>Ham pikselleri (fotonlar\u0131) sinir a\u011f\u0131na aktar\u0131r.<\/td><\/tr><tr><td><strong>HydraNet<\/strong><\/td><td>Multi-Task Learning<\/td><td>Trafik \u0131\u015f\u0131\u011f\u0131, \u015ferit ve nesneleri ayn\u0131 anda tan\u0131r.<\/td><\/tr><tr><td><strong>Occupancy Networks<\/strong><\/td><td>3D Hacimsel Alg\u0131lama<\/td><td>Nesnenin ne oldu\u011funu bilmese bile o alan\u0131n &#8220;dolu&#8221; oldu\u011funu anlar.<\/td><\/tr><tr><td><strong>Vector Space<\/strong><\/td><td>BEV (Bird\u2019s Eye View)<\/td><td>2D g\u00f6r\u00fcnt\u00fcleri 3D bir &#8220;ku\u015f bak\u0131\u015f\u0131&#8221; haritaya \u00e7evirir.<\/td><\/tr><tr><td><strong>Neural Planner<\/strong><\/td><td>End-to-End AI<\/td><td><strong>FSD v12 ile kodsuz, do\u011frudan g\u00f6r\u00fcnt\u00fcden komut \u00fcretir.<\/strong><\/td><\/tr><tr><td><strong>\u0130\u015fleme G\u00fcc\u00fc<\/strong><\/td><td>AI5 (Hardware 5)<\/td><td>Saniyede milyarlarca i\u015flemi s\u0131f\u0131r gecikmeyle y\u00f6netir.<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Araba De\u011fil, Tekerlekli Bir G\u00f6z! Tesla Vision Nas\u0131l \u00c7al\u0131\u015f\u0131r? \u0130\u015fte Otonom S\u00fcr\u00fc\u015f\u00fc De\u011fi\u015ftiren 2 Gizli Patent. y\u0131llard\u0131r s\u00fcregelen &#8220;LiDAR m\u0131, Kamera m\u0131?&#8221; sava\u015f\u0131nda Elon Musk son noktay\u0131 koydu. Tesla, y\u00fcz&hellip;<\/p>\n","protected":false},"author":1,"featured_media":10950,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_sitemap_exclude":false,"_sitemap_priority":"","_sitemap_frequency":"","footnotes":""},"categories":[11],"tags":[3169,415,329,1247],"class_list":["post-10949","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-otomotiv-haberleri","tag-lidar","tag-otonom-surus","tag-tesla","tag-tesla-fsd"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla &quot;Derinlik&quot; Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc. - MODPARK<\/title>\n<meta name=\"description\" content=\"Tesla FSD v12 ve Tesla Vision nas\u0131l \u00e7al\u0131\u015f\u0131yor? 300 bin sat\u0131r C++ kodun yerini alan end-to-end yapay zeka, LiDAR\u2019s\u0131z otonom s\u00fcr\u00fc\u015f, HydraNet ve Occupancy Network mimarisi detayl\u0131 analizde.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla &quot;Derinlik&quot; Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc. - MODPARK\" \/>\n<meta property=\"og:description\" content=\"Tesla FSD v12 ve Tesla Vision nas\u0131l \u00e7al\u0131\u015f\u0131yor? 300 bin sat\u0131r C++ kodun yerini alan end-to-end yapay zeka, LiDAR\u2019s\u0131z otonom s\u00fcr\u00fc\u015f, HydraNet ve Occupancy Network mimarisi detayl\u0131 analizde.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/\" \/>\n<meta property=\"og:site_name\" content=\"MODPARK\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/modifiyeparkcommodpark\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-16T21:51:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-16T21:51:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.modpark.com\/wp-content\/uploads\/2026\/02\/16\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1353\" \/>\n\t<meta property=\"og:image:height\" content=\"697\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"H\u00fcseyin K.KOYUNCU\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@modpark\" \/>\n<meta name=\"twitter:site\" content=\"@modpark\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"H\u00fcseyin K.KOYUNCU\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/\"},\"author\":{\"name\":\"H\u00fcseyin K.KOYUNCU\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/#\\\/schema\\\/person\\\/2f9eeb300a4cb61c41d9d668b698a1a9\"},\"headline\":\"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla &#8220;Derinlik&#8221; Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc.\",\"datePublished\":\"2026-02-16T21:51:44+00:00\",\"dateModified\":\"2026-02-16T21:51:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/\"},\"wordCount\":962,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.modpark.com\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/16\\\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp\",\"keywords\":[\"Lidar\",\"Otonom s\u00fcr\u00fc\u015f\",\"Tesla\",\"Tesla FSD\"],\"articleSection\":[\"Haberler\"],\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/\",\"url\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/\",\"name\":\"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla \\\"Derinlik\\\" Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc. - MODPARK\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.modpark.com\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/16\\\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp\",\"datePublished\":\"2026-02-16T21:51:44+00:00\",\"dateModified\":\"2026-02-16T21:51:48+00:00\",\"description\":\"Tesla FSD v12 ve Tesla Vision nas\u0131l \u00e7al\u0131\u015f\u0131yor? 300 bin sat\u0131r C++ kodun yerini alan end-to-end yapay zeka, LiDAR\u2019s\u0131z otonom s\u00fcr\u00fc\u015f, HydraNet ve Occupancy Network mimarisi detayl\u0131 analizde.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.modpark.com\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/16\\\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp\",\"contentUrl\":\"https:\\\/\\\/www.modpark.com\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/16\\\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp\",\"width\":1353,\"height\":697,\"caption\":\"Tesla FSD v12, Tesla Vision, LiDAR\u2019s\u0131z otonom s\u00fcr\u00fc\u015f, end-to-end yapay zeka, HydraNet, Occupancy Network\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/otomotiv-haberleri\\\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"MODPARK\",\"item\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla &#8220;Derinlik&#8221; Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc.\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/\",\"name\":\"MODPARK\",\"description\":\"Oto Tamir Servis Hizmetleri\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/#organization\"},\"alternateName\":\"Otomobil Haberleri\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/#organization\",\"name\":\"MODPARK\",\"alternateName\":\"Modifiye Park\",\"url\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.modpark.com\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/03\\\/logo.webp\",\"contentUrl\":\"https:\\\/\\\/www.modpark.com\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/03\\\/logo.webp\",\"width\":512,\"height\":512,\"caption\":\"MODPARK\"},\"image\":{\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/modifiyeparkcommodpark\\\/\",\"https:\\\/\\\/x.com\\\/modpark\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/blog\\\/#\\\/schema\\\/person\\\/2f9eeb300a4cb61c41d9d668b698a1a9\",\"name\":\"H\u00fcseyin K.KOYUNCU\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\\\/\\\/www.modpark.com\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/cropped-dddd-96x96.jpg\",\"url\":\"https:\\\/\\\/www.modpark.com\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/cropped-dddd-96x96.jpg\",\"contentUrl\":\"https:\\\/\\\/www.modpark.com\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/cropped-dddd-96x96.jpg\",\"caption\":\"H\u00fcseyin K.KOYUNCU\"},\"sameAs\":[\"https:\\\/\\\/www.modpark.com\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla \"Derinlik\" Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc. - MODPARK","description":"Tesla FSD v12 ve Tesla Vision nas\u0131l \u00e7al\u0131\u015f\u0131yor? 300 bin sat\u0131r C++ kodun yerini alan end-to-end yapay zeka, LiDAR\u2019s\u0131z otonom s\u00fcr\u00fc\u015f, HydraNet ve Occupancy Network mimarisi detayl\u0131 analizde.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/","og_locale":"tr_TR","og_type":"article","og_title":"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla \"Derinlik\" Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc. - MODPARK","og_description":"Tesla FSD v12 ve Tesla Vision nas\u0131l \u00e7al\u0131\u015f\u0131yor? 300 bin sat\u0131r C++ kodun yerini alan end-to-end yapay zeka, LiDAR\u2019s\u0131z otonom s\u00fcr\u00fc\u015f, HydraNet ve Occupancy Network mimarisi detayl\u0131 analizde.","og_url":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/","og_site_name":"MODPARK","article_publisher":"https:\/\/www.facebook.com\/modifiyeparkcommodpark\/","article_published_time":"2026-02-16T21:51:44+00:00","article_modified_time":"2026-02-16T21:51:48+00:00","og_image":[{"width":1353,"height":697,"url":"https:\/\/www.modpark.com\/wp-content\/uploads\/2026\/02\/16\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp","type":"image\/webp"}],"author":"H\u00fcseyin K.KOYUNCU","twitter_card":"summary_large_image","twitter_creator":"@modpark","twitter_site":"@modpark","twitter_misc":{"Yazan:":"H\u00fcseyin K.KOYUNCU","Tahmini okuma s\u00fcresi":"5 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/#article","isPartOf":{"@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/"},"author":{"name":"H\u00fcseyin K.KOYUNCU","@id":"https:\/\/www.modpark.com\/blog\/#\/schema\/person\/2f9eeb300a4cb61c41d9d668b698a1a9"},"headline":"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla &#8220;Derinlik&#8221; Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc.","datePublished":"2026-02-16T21:51:44+00:00","dateModified":"2026-02-16T21:51:48+00:00","mainEntityOfPage":{"@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/"},"wordCount":962,"commentCount":0,"publisher":{"@id":"https:\/\/www.modpark.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/#primaryimage"},"thumbnailUrl":"https:\/\/www.modpark.com\/wp-content\/uploads\/2026\/02\/16\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp","keywords":["Lidar","Otonom s\u00fcr\u00fc\u015f","Tesla","Tesla FSD"],"articleSection":["Haberler"],"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/","url":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/","name":"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla \"Derinlik\" Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc. - MODPARK","isPartOf":{"@id":"https:\/\/www.modpark.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/#primaryimage"},"image":{"@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/#primaryimage"},"thumbnailUrl":"https:\/\/www.modpark.com\/wp-content\/uploads\/2026\/02\/16\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp","datePublished":"2026-02-16T21:51:44+00:00","dateModified":"2026-02-16T21:51:48+00:00","description":"Tesla FSD v12 ve Tesla Vision nas\u0131l \u00e7al\u0131\u015f\u0131yor? 300 bin sat\u0131r C++ kodun yerini alan end-to-end yapay zeka, LiDAR\u2019s\u0131z otonom s\u00fcr\u00fc\u015f, HydraNet ve Occupancy Network mimarisi detayl\u0131 analizde.","breadcrumb":{"@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/#primaryimage","url":"https:\/\/www.modpark.com\/wp-content\/uploads\/2026\/02\/16\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp","contentUrl":"https:\/\/www.modpark.com\/wp-content\/uploads\/2026\/02\/16\/Tesla-FSD-v12-Tesla-Vision-LiDARsiz-otonom-surus-end-to-end-yapay-zeka-HydraNet-Occupancy-Network.webp","width":1353,"height":697,"caption":"Tesla FSD v12, Tesla Vision, LiDAR\u2019s\u0131z otonom s\u00fcr\u00fc\u015f, end-to-end yapay zeka, HydraNet, Occupancy Network"},{"@type":"BreadcrumbList","@id":"https:\/\/www.modpark.com\/blog\/otomotiv-haberleri\/lidar-oldu-yasasin-tesla-vision-sadece-kameralarla-derinlik-algilamanin-sirri-cozuldu\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"MODPARK","item":"https:\/\/www.modpark.com\/blog\/"},{"@type":"ListItem","position":2,"name":"LiDAR \u00d6ld\u00fc, Ya\u015fas\u0131n Tesla Vision! Sadece Kameralarla &#8220;Derinlik&#8221; Alg\u0131laman\u0131n S\u0131rr\u0131 \u00c7\u00f6z\u00fcld\u00fc."}]},{"@type":"WebSite","@id":"https:\/\/www.modpark.com\/blog\/#website","url":"https:\/\/www.modpark.com\/blog\/","name":"MODPARK","description":"Oto Tamir Servis Hizmetleri","publisher":{"@id":"https:\/\/www.modpark.com\/blog\/#organization"},"alternateName":"Otomobil Haberleri","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.modpark.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/www.modpark.com\/blog\/#organization","name":"MODPARK","alternateName":"Modifiye Park","url":"https:\/\/www.modpark.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.modpark.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.modpark.com\/wp-content\/uploads\/2026\/01\/03\/logo.webp","contentUrl":"https:\/\/www.modpark.com\/wp-content\/uploads\/2026\/01\/03\/logo.webp","width":512,"height":512,"caption":"MODPARK"},"image":{"@id":"https:\/\/www.modpark.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/modifiyeparkcommodpark\/","https:\/\/x.com\/modpark"]},{"@type":"Person","@id":"https:\/\/www.modpark.com\/blog\/#\/schema\/person\/2f9eeb300a4cb61c41d9d668b698a1a9","name":"H\u00fcseyin K.KOYUNCU","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.modpark.com\/wp-content\/uploads\/2025\/12\/cropped-dddd-96x96.jpg","url":"https:\/\/www.modpark.com\/wp-content\/uploads\/2025\/12\/cropped-dddd-96x96.jpg","contentUrl":"https:\/\/www.modpark.com\/wp-content\/uploads\/2025\/12\/cropped-dddd-96x96.jpg","caption":"H\u00fcseyin K.KOYUNCU"},"sameAs":["https:\/\/www.modpark.com"]}]}},"_links":{"self":[{"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/posts\/10949","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/comments?post=10949"}],"version-history":[{"count":0,"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/posts\/10949\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/media\/10950"}],"wp:attachment":[{"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/media?parent=10949"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/categories?post=10949"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.modpark.com\/blog\/wp-json\/wp\/v2\/tags?post=10949"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}