{"id":94564,"date":"2025-05-17T14:26:31","date_gmt":"2025-05-17T14:26:31","guid":{"rendered":"https:\/\/crismob.com\/?p=94564"},"modified":"2026-08-18T19:38:10","modified_gmt":"2026-08-18T19:38:10","slug":"sadece-bir-fotograf-kullanarak-cep-telefonunuzda-sigirlarinizi-nasil-tartarsiniz","status":"publish","type":"post","link":"https:\/\/crismob.com\/tr\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/","title":{"rendered":"Foto\u011fraf Y\u00f6ntemiyle S\u0131\u011f\u0131r Tart\u0131m\u0131: Bilgisayarla G\u00f6rme Teknolojisinin Yapt\u0131klar\u0131 ve Yapamad\u0131klar\u0131"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Vaat olduk\u00e7a cazip: Otlakta ine\u011fin foto\u011fraf\u0131n\u0131 \u00e7ekin ve a\u011f\u0131rl\u0131\u011f\u0131n\u0131 ekranda g\u00f6r\u00fcn. Bu fikri dikkatlice incelemeye de\u011fer, \u00e7\u00fcnk\u00fc var olan bir teknolojiyi, \u00fccretsiz uygulamalar\u0131n yerine getirmedi\u011fi bir vaatle birle\u015ftiriyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ba\u015flang\u0131\u00e7 noktas\u0131 basittir ve de\u011fi\u015fmez: <strong>Telefonda a\u011f\u0131rl\u0131k sens\u00f6r\u00fc yok.<\/strong>. Bir foto\u011fraf piksellerden olu\u015fan bir matristir; k\u00fctlesi yoktur. Bir g\u00f6r\u00fcnt\u00fcleme sisteminin yapabilece\u011fi tek \u015fey... <em>\u00e7\u0131kar\u0131m yapmak<\/em> Hayvan\u0131n \u015feklinden hacim ve yap\u0131 belirlenir ve bu da tahmini bir a\u011f\u0131rl\u0131\u011fa d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr. Bu her zaman bir tahmindir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0130\u015flevsel bir g\u00f6r\u00fcnt\u00fcleme sistemi nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Bilgisayarla g\u00f6r\u00fcnt\u00fcleme y\u00f6ntemini kullanarak s\u0131\u011f\u0131r a\u011f\u0131rl\u0131\u011f\u0131n\u0131 tahmin etmeye y\u00f6nelik ticari sistemler genellikle \u015fu yolu izler:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>B\u00f6l\u00fcmleme<\/strong>Yaz\u0131l\u0131m, hayvan\u0131n d\u0131\u015f hatlar\u0131n\u0131 g\u00f6r\u00fcnt\u00fcn\u00fcn arka plan\u0131ndan ay\u0131r\u0131r.<\/li>\n<li><strong>\u00d6l\u00e7ek referans\u0131<\/strong>Sahnedeki bir \u015feyin ger\u00e7ek boyutunu bilmeden pikselleri santimetreye \u00e7evirmek imkans\u0131zd\u0131r. Bu nedenle bu sistemler, referans plakas\u0131, zemindeki bir i\u015faretleme, kameradan sabit bir mesafe veya derinlik sens\u00f6r\u00fc gerektirir.<\/li>\n<li><strong>\u00d6l\u00e7\u00fcmlerin \u00e7\u0131kar\u0131lmas\u0131<\/strong>: sa\u011fr\u0131 y\u00fcksekli\u011fi, geni\u015fli\u011fi, uzunlu\u011fu, g\u00f6vdenin izd\u00fc\u015f\u00fcm alan\u0131.<\/li>\n<li><strong>\u0130statistiksel model<\/strong>Bu \u00f6l\u00e7\u00fcmler, terazilerde tart\u0131lm\u0131\u015f binlerce hayvan \u00fczerinde e\u011fitilmi\u015f bir modele girilir ve tahmini a\u011f\u0131rl\u0131k elde edilir.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Bu listede yer alanlara dikkat edin: kontroll\u00fc kadraj, bilinen \u00f6l\u00e7ek, standartla\u015ft\u0131r\u0131lm\u0131\u015f pozisyonda hayvan. Bo\u011fan\u0131n otlakta yan yatm\u0131\u015f halde, \u0131\u015f\u0131\u011fa kar\u015f\u0131 durdu\u011fu, herhangi bir a\u00e7\u0131dan \u00e7ekilmi\u015f bir foto\u011fraf bu gereksinimlerin hi\u00e7birini kar\u015f\u0131lam\u0131yor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bu sistemlerin maliyeti ne kadar?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Hayvan tart\u0131m\u0131 i\u00e7in g\u00f6r\u00fcnt\u00fc tabanl\u0131 \u00e7\u00f6z\u00fcmler, genellikle abonelik esas\u0131na g\u00f6re, besi \u00e7iftliklerine, yeti\u015ftirme merkezlerine ve mezbahalara ticari olarak sat\u0131lmaktad\u0131r. Bir\u00e7o\u011fu, ta\u015f\u0131ma koridoruna monte edilen bir donan\u0131m, sabit bir kamera ve bir teknisyen taraf\u0131ndan yap\u0131lan kalibrasyonu i\u00e7erir. \u00d6l\u00e7\u00fclebilir sonu\u00e7lar veren ve b\u00fcy\u00fck i\u015fletmelerle uyumlu bir fiyata sahip me\u015fru bir teknolojidir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6l\u00e7ek referans\u0131 veya kontroll\u00fc konumland\u0131rma gerektirmeden, normal bir cep telefonu kameras\u0131nda \u00e7al\u0131\u015fan sihirli, \u00fccretsiz bir versiyonu mevcut de\u011fil.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00dccretsiz uygulamalar asl\u0131nda ne i\u015fe yar\u0131yor?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">&quot;Foto\u011fraf ba\u015f\u0131na a\u011f\u0131rl\u0131k hesaplama&quot; vaat eden \u00e7o\u011fu uygulamay\u0131 a\u00e7t\u0131\u011f\u0131n\u0131zda, \u00fc\u00e7 \u015feyden biriyle kar\u015f\u0131la\u015f\u0131rs\u0131n\u0131z:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Asl\u0131nda senden \u015funu istiyor: <strong>\u00f6l\u00e7\u00fcmleri girin<\/strong> \u00d6l\u00e7\u00fcmler mezura ile al\u0131nm\u0131\u015ft\u0131r ve foto\u011fraf sadece hayvan\u0131n kayd\u0131 i\u00e7in bir \u00f6rnektir.<\/li>\n<li>O bir <strong>kay\u0131t defteri<\/strong> Foto\u011fraf, hayvan\u0131 g\u00f6rsel olarak tan\u0131mlamaya yarar, a\u011f\u0131rl\u0131k ise att\u0131\u011f\u0131n\u0131z \u015feyin a\u011f\u0131rl\u0131\u011f\u0131d\u0131r.<\/li>\n<li>Bu, \u00e7ok az \u015feyden yola \u00e7\u0131karak uydurulmu\u015f bir say\u0131y\u0131 g\u00f6steriyor ve bu durumda sonucun hi\u00e7bir de\u011feri yok.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Pratik bir \u00f6rnek: uygulama <strong>Terazideki \u00d6k\u00fcz<\/strong>, Play Store&#039;da bulunan uygulama, geli\u015ftirici taraf\u0131ndan bir ara\u00e7 olarak tan\u0131mlan\u0131yor. <em>bilan\u00e7olar<\/em>. Ba\u015fka bir deyi\u015fle, ger\u00e7ek bir terazide yap\u0131lan tart\u0131mlar\u0131n kayd\u0131n\u0131 d\u00fczenler. S\u0131kl\u0131kla tekrar edilenin aksine, foto\u011fraftan a\u011f\u0131rl\u0131\u011f\u0131 tahmin eden bir uygulama de\u011fildir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Pahal\u0131 sistemlere ihtiya\u00e7 duymadan i\u015fe yarayan y\u00f6ntem: bant.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Eri\u015filebilir ve kan\u0131tlanm\u0131\u015f bir alternatif ise, on y\u0131llard\u0131r sahada kullan\u0131lan g\u00f6\u011f\u00fcs \u00e7evresi barimetrisidir. Mezura, k\u00fcrek kemi\u011finin hemen arkas\u0131ndan ge\u00e7erek, \u00f6n bacaklar\u0131n arkas\u0131ndaki t\u00fcm g\u00f6\u011fs\u00fc, kaburga kafesinin en y\u00fcksek noktas\u0131ndan \u00e7evreler. Uzunluk, omuz noktas\u0131ndan oturma kemi\u011fi noktas\u0131na kadar \u00f6l\u00e7\u00fcl\u00fcr.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Her iki \u00f6l\u00e7\u00fcm de santimetre cinsinden oldu\u011funda, en yayg\u0131n kullan\u0131lan form\u00fcl \u015fu tahmini verir: <strong>A\u011f\u0131rl\u0131k (kg) \u2248 g\u00f6\u011f\u00fcs \u00e7evresi\u00b2 \u00d7 uzunluk \u00f7 10,838<\/strong>. G\u00f6\u011f\u00fcs \u00e7evresi 180 cm ve uzunlu\u011fu 150 cm olan bir hayvan\u0131n a\u011f\u0131rl\u0131\u011f\u0131 yakla\u015f\u0131k 448 kg&#039;d\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hata pay\u0131 5% ile 10% aras\u0131ndad\u0131r. Bunu azaltmak i\u00e7in: \u00f6l\u00e7\u00fcm\u00fc her zaman ayn\u0131 saatte, tercihen sabah, hayvan\u0131 sabitleyerek, ayakta, sakin ve d\u00f6rt aya\u011f\u0131 \u00fczerinde desteklenmi\u015f halde, mezuray\u0131 t\u00fcylere yak\u0131n ve s\u0131kmadan tutarak yap\u0131n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tahmin yapman\u0131n faydal\u0131 olmad\u0131\u011f\u0131 durumlarda<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tahmin ister foto\u011fraftan ister mezuradan elde edilmi\u015f olsun, \u00fc\u00e7 durumda kullan\u0131lamaz:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Arroba taraf\u0131ndan sat\u0131\u015f<\/strong>T\u00fcm partide 8% hatas\u0131, taraf de\u011fi\u015ftirirken \u00e7ok b\u00fcy\u00fck bir para kayb\u0131 anlam\u0131na gelir.<\/li>\n<li><strong>Resmi tart\u0131m<\/strong>\u00dc\u00e7\u00fcnc\u00fc \u015fah\u0131slar i\u00e7in ge\u00e7erli olan kay\u0131t i\u015flemi, kalibre edilmi\u015f ekipman gerektirir.<\/li>\n<li><strong>\u0130la\u00e7 dozu<\/strong>Parazit ilac\u0131, antibiyotik ve akarisit dozlar\u0131 kilogram ba\u015f\u0131na hesaplan\u0131r. D\u00fc\u015f\u00fck doz verilmesi s\u00fcr\u00fcde diren\u00e7li parazitlerin olu\u015fmas\u0131na yol a\u00e7ar; y\u00fcksek doz verilmesi ise hayvan\u0131 zehirler ve kesimden \u00f6nce bekleme s\u00fcresini uzat\u0131r.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Uygulaman\u0131n a\u015f\u0131r\u0131ya ka\u00e7t\u0131\u011f\u0131na dair i\u015faretler.<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Foto\u011fraf \u00fczerinden, \u00f6l\u00e7ek veya konum referans\u0131 istemeden a\u011f\u0131rl\u0131k tahmini veriyor.<\/li>\n<li>&quot;Hata pay\u0131 belirtmeden&quot;, &quot;kesin&quot; veya &quot;profesyonel&quot; kelimelerini kullan\u0131n.<\/li>\n<li>Hesaplaman\u0131n hangi t\u00fcr, cins veya ya\u015f aral\u0131\u011f\u0131na uygulanaca\u011f\u0131 belirtilmemi\u015ftir.<\/li>\n<li>Bu, ki\u015fi rehberi, mesaj veya mikrofon gibi rolle ilgisi olmayan izinler talep eder.<\/li>\n<li>Ma\u011fazada \u00e7ok az yorum var; bu kategorideki \u00fcr\u00fcnlerin \u00f6nemli bir k\u0131sm\u0131n\u0131n yay\u0131nlanm\u0131\u015f bir de\u011ferlendirmesi bile yok.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">S\u0131radan bir foto\u011fraf\u0131n neden yeterli olmad\u0131\u011f\u0131<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Sorunun daha iyi bir uygulamayla \u00e7\u00f6z\u00fclememesinin nedenlerini a\u00e7\u0131klad\u0131klar\u0131 i\u00e7in teknik nedenleri detayl\u0131 olarak incelemekte fayda var:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00d6l\u00e7ekten yoksun.<\/strong> Kameraya yak\u0131n bir buza\u011f\u0131n\u0131n ve uzaktaki yeti\u015fkin bir bo\u011fan\u0131n ayn\u0131 foto\u011fraf\u0131, birbirinin ayn\u0131 sil\u00fcetlerini \u00fcretebilir. Sahnede bilinen boyutta bir nesne veya derinlik sens\u00f6r\u00fc olmadan, yaz\u0131l\u0131m\u0131n hayvan\u0131n ger\u00e7ek boyutunu bilmesinin bir yolu yoktur.<\/li>\n<li><strong>Bak\u0131\u015f a\u00e7\u0131s\u0131 \u00e7arp\u0131t\u0131l\u0131r.<\/strong> Kameran\u0131n belirli bir derecede e\u011filmesi, g\u00f6r\u00fcnen y\u00fckseklik-uzunluk oran\u0131n\u0131 de\u011fi\u015ftirir. Bu nedenle ticari sistemler sabit bir konum gerektirir.<\/li>\n<li><strong>Foto\u011fraf iki boyutludur.<\/strong> A\u011f\u0131rl\u0131k hacme ba\u011fl\u0131d\u0131r. Tek bir d\u00fczlemsel projeksiyondan hacim tahmini yapmak, cismin derinli\u011fini varsaymay\u0131 gerektirir ve bu varsay\u0131m en b\u00fcy\u00fck hata kayna\u011f\u0131d\u0131r.<\/li>\n<li><strong>Sa\u00e7, kir ve \u0131\u015f\u0131k hepsi birer rahats\u0131zl\u0131k kayna\u011f\u0131d\u0131r.<\/strong> Arka plandaki koyu renkli k\u00fcrk, arka \u0131\u015f\u0131kland\u0131rma, \u00e7amur ve koyu renkli t\u00fcyler nedeniyle kontur segmentasyonu bozulur.<\/li>\n<li><strong>Hayvan hareket ediyor.<\/strong> Ba\u015f pozisyonu, pati deste\u011fi ve nefes alma, bir t\u0131klama ile bir sonraki t\u0131klama aras\u0131ndaki ana hatlar\u0131 de\u011fi\u015ftirir.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">G\u00f6r\u00fcnt\u00fc tabanl\u0131 tart\u0131m y\u00f6nteminin faydalar\u0131 neler?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Yat\u0131r\u0131m\u0131n mant\u0131kl\u0131 oldu\u011fu senaryolar vard\u0131r ve bunlar\u0131n hepsinin ortak bir \u00f6zelli\u011fi vard\u0131r: y\u00fcksek hacim ve ayn\u0131 noktadan tekrar tekrar ge\u00e7i\u015f.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Karantina<\/strong>, Binlerce hayvan\u0131n ayn\u0131 ta\u015f\u0131ma koridorundan ge\u00e7ti\u011fi bir tesiste, kalibre edilmi\u015f sabit bir kamera, hayvanlara stres yaratmadan ilerlemelerini izliyor.<\/li>\n<li><strong>\u00fcreme merkezleri<\/strong> Bu, tart\u0131m i\u015flemi durdurulmadan s\u0131k s\u0131k b\u00fcy\u00fcme e\u011frilerinin izlenmesini gerektirir.<\/li>\n<li><strong>Ara\u015ft\u0131rma ve geli\u015ftirme<\/strong>, Bu ba\u011flamda, hayvana dokunmadan s\u0131k s\u0131k \u00f6l\u00e7\u00fcm yapmak ba\u015fl\u0131 ba\u015f\u0131na de\u011ferlidir.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130ki ayda bir parti tart\u0131m\u0131 yapan bir i\u015fletme i\u00e7in sistemin maliyeti hakl\u0131 \u00e7\u0131kar\u0131lamaz. \u0130zleme i\u00e7in bir mezura ve kay\u0131t uygulamas\u0131 yeterlidir ve terazi yaln\u0131zca hassas bir say\u0131 gerekti\u011finde kullan\u0131l\u0131r.<\/p>\n\n\n<h2>Bir foto\u011fraf\u0131n \u00f6l\u00e7\u00fc birimine d\u00f6n\u00fc\u015fmesi i\u00e7in neler gerekir?<\/h2>\n<p>Do\u011fru soru &quot;Yapay zeka bunu yapabilir mi?&quot; de\u011fil, &quot;G\u00f6r\u00fcnt\u00fc gerekli bilgiyi ta\u015f\u0131yor mu?&quot; olmal\u0131d\u0131r. Bir foto\u011fraftan hacim tahmini yapmak i\u00e7in sistemin, normal bir cep telefonu foto\u011fraf\u0131nda bulunmayan \u015feylere ihtiyac\u0131 vard\u0131r:<\/p>\n<ul>\n<li><strong>\u00d6l\u00e7ek referans\u0131.<\/strong> Kamera, foto\u011fraf\u0131n\u0131 \u00e7ekti\u011fi \u015feyin boyutunu bilmiyor. Yak\u0131ndaki bir buza\u011f\u0131 ve uzaktaki bir \u00f6k\u00fcz benzer g\u00f6r\u00fcnt\u00fcler \u00fcretir. Geli\u015fmi\u015f sistemler bunu, sabit bir konumda ve bilinen bir y\u00fckseklikte bulunan bir kamera veya bir derinlik sens\u00f6r\u00fc kullanarak \u00e7\u00f6zer.<\/li>\n<li><strong>Kontroll\u00fc a\u00e7\u0131.<\/strong> Ayn\u0131 ine\u011fin yukar\u0131dan, yandan ve \u00fc\u00e7 \u00e7eyrek a\u00e7\u0131dan \u00e7ekilen foto\u011fraflar\u0131 farkl\u0131 sil\u00fcetler ortaya \u00e7\u0131kar\u0131r. Standart bir kadrajlama olmadan kar\u015f\u0131la\u015ft\u0131rma yapmak m\u00fcmk\u00fcn de\u011fildir.<\/li>\n<li><strong>Hayvan pozisyonunda.<\/strong> Ayakta hareketsiz duruyor, d\u00f6rt patisi yerde, ba\u015f\u0131 do\u011fal bir pozisyonda, v\u00fccudu kameraya dik.<\/li>\n<li><strong>Fonun ayr\u0131lmas\u0131.<\/strong> S\u00fcr\u00fcn\u00fcn ortas\u0131nda, g\u00f6lgeli bir otlakta, arkas\u0131nda di\u011fer hayvanlar varken bulunan bir hayvan\u0131 d\u00fczg\u00fcn bir \u015fekilde bi\u00e7mek zordur.<\/li>\n<li><strong>S\u00fcr\u00fc i\u00e7in kalibrasyon.<\/strong> Modelin, kendi t\u00fcr\u00fcne benzer v\u00fccut yap\u0131s\u0131na sahip hayvanlarla e\u011fitilmi\u015f olmas\u0131 gerekir.<\/li>\n<\/ul>\n<p>T\u00fcm bunlar\u0131 bir araya getirmek m\u00fcmk\u00fcn ve i\u015fte tam da bu y\u00fczden i\u015fe yarayan sistemler kuruluyor. <strong>sabit yap\u0131lar<\/strong>, Bu i\u015flem genellikle, monte edilmi\u015f bir kamera ve tahmin edilebilir ayd\u0131nlatma ile, ta\u015f\u0131ma koridorunda yap\u0131l\u0131r. Bu, sadece foto\u011fraf \u00e7ekilebilen bir uygulama de\u011fildir.<\/p>\n\n<h2>G\u00f6r\u00fcnt\u00fc tabanl\u0131 tart\u0131m\u0131n ger\u00e7ekten i\u015fe yarad\u0131\u011f\u0131 yer.<\/h2>\n<p>Yat\u0131r\u0131ma de\u011fecek net bir senaryo var ve bu senaryo ayda on hayvan yeti\u015ftirmeyi hedefleyen \u00fcreticinin senaryosu de\u011fil:<\/p>\n<ul>\n<li><strong>Y\u00fcksek ses seviyesi ve y\u00fcksek frekans.<\/strong> Hayvan besleme \u00e7iftliklerinde ve di\u011fer \u00e7iftliklerde bir\u00e7ok hayvan s\u0131k s\u0131k tart\u0131l\u0131r. Orada her tart\u0131m i\u015flemi emek, stres ve zaman kayb\u0131na neden olur ve otomatik sistem, artan verimlilik sayesinde kendi maliyetini amorti eder.<\/li>\n<li><strong>Stres azaltma.<\/strong> Hayvan\u0131 zapt etmeden \u00f6l\u00e7\u00fcm yapmak, daha az elle m\u00fcdahale, strese ba\u011fl\u0131 daha az kilo kayb\u0131 ve insanlar\u0131n kar\u0131\u015ft\u0131\u011f\u0131 kaza riskinin azalmas\u0131 anlam\u0131na gelir.<\/li>\n<li><strong>\u00d6l\u00e7e\u011fin izin vermedi\u011fi s\u0131kl\u0131k.<\/strong> Sabit bir sistem, hayvan\u0131n her hareketini \u00f6l\u00e7ebilir ve de\u011fer yaratan \u015fey, tek ba\u015f\u0131na bir say\u0131 de\u011fil, s\u00fcrekli bir e\u011fridir.<\/li>\n<li><strong>Y\u00f6netim sistemiyle entegrasyon<\/strong>, Hayvan\u0131n kayd\u0131n\u0131 yazmaya gerek kalmadan g\u00fcncellemek.<\/li>\n<\/ul>\n<p>K\u00fc\u00e7\u00fck ve orta \u00f6l\u00e7ekli \u00e7iftlikler i\u00e7in rakamlar nadiren tutar: altyap\u0131 yat\u0131r\u0131m\u0131 ve hayvan ba\u015f\u0131na maliyet y\u00fcksektir ve <strong>Kay\u0131t uygulamas\u0131 bulunan tart\u0131m band\u0131<\/strong> Kilo al\u0131m\u0131n\u0131 takip etme gibi temel i\u015flevleri neredeyse s\u0131f\u0131r maliyetle sunuyor.<\/p>\n\n<h2>S\u0131k\u00e7a Sorulan Sorular<\/h2>\n<h3>Cep telefonunuzdan \u00e7ekti\u011finiz bir foto\u011fraf\u0131 kullanarak s\u0131\u011f\u0131rlar\u0131n a\u011f\u0131rl\u0131\u011f\u0131n\u0131 \u00f6l\u00e7en \u00fccretsiz bir uygulama var m\u0131?<\/h3>\n<p>G\u00fcvenilir de\u011fil. Mevcut \u00fccretsiz olanlar, mezura ile \u00f6l\u00e7\u00fcm yaparak \u00e7al\u0131\u015f\u0131r veya sizden boyutlar\u0131 vermenizi ister. Basit bir foto\u011fraf\u0131n a\u011f\u0131rl\u0131\u011f\u0131 g\u00f6sterece\u011fi vaadi, teknolojinin gerektirdikleriyle \u00f6rt\u00fc\u015fm\u00fcyor.<\/p>\n<h3>Peki ya bunun \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 g\u00f6steren videolar?<\/h3>\n<p>Bunlar genellikle sabit bir kamera ve yap\u0131ya sahip ticari sistemlerin g\u00f6sterimleri veya kontroll\u00fc ko\u015fullar alt\u0131nda yap\u0131lan testlerdir. G\u00f6sterimde g\u00f6r\u00fcnmeyen \u015fey ise arkas\u0131ndaki kurulumdur.<\/p>\n<h3>G\u00f6r\u00fcnt\u00fc do\u011frulu\u011fu banttan daha m\u0131 iyi?<\/h3>\n<p>\u0130yi kurulmu\u015f ve kalibre edilmi\u015f bir sistemde, insan elinin etkisini ortadan kald\u0131rd\u0131\u011f\u0131 i\u00e7in sonu\u00e7lar daha tekrarlanabilir olma e\u011filimindedir ve \u00f6zellikle de \u00f6yledir. Herhangi bir kontrol mekanizmas\u0131 olmayan cep telefonu foto\u011fraflar\u0131nda ise durum daha k\u00f6t\u00fcd\u00fcr.<\/p>\n<h3>Bu teknolojinin ucuzlamas\u0131n\u0131 beklemeye de\u011fer mi?<\/h3>\n<p>Bu bir trend ve zaten \u00e7iftliklere ve besi \u00e7iftliklerine kadar ula\u015ft\u0131. Bu arada, \u015ferit metre ile s\u00fcrekli \u00f6l\u00e7\u00fcm yapmak neredeyse t\u00fcm fayday\u0131 sa\u011fl\u0131yor; \u00e7\u00fcnk\u00fc izlemede \u00f6nemli olan mutlak say\u0131 de\u011fil, varyasyondur.<\/p>\n<h3>Foto\u011fraf\u0131 sadece mezura ile yap\u0131lan tahmini do\u011frulamak i\u00e7in kullanabilir miyim?<\/h3>\n<p>G\u00f6rsel bir izlenim olarak evet, ve s\u00fcr\u00fcyle \u00e7al\u0131\u015fan birinin e\u011fitimli g\u00f6z\u00fc olduk\u00e7a de\u011ferli. Say\u0131sal bir de\u011fer olarak hay\u0131r: \u00f6l\u00e7ek ve kontroll\u00fc bir a\u00e7\u0131 olmadan foto\u011fraf hi\u00e7bir \u015feyi \u00f6l\u00e7mez.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00c7\u00f6z\u00fcm<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Foto\u011fraf \u00fczerinden s\u0131\u011f\u0131r tartmak bir kurgu de\u011fil: Hayvanc\u0131l\u0131\u011fa uygulanan bilgisayar g\u00f6r\u00fc\u015f\u00fc teknolojisi mevcut, kontroll\u00fc ko\u015fullar alt\u0131nda \u00e7al\u0131\u015f\u0131yor ve b\u00fcy\u00fck \u00f6l\u00e7ekli i\u015fletmeler i\u00e7in \u00fccretli bir \u00fcr\u00fcn olarak sat\u0131l\u0131yor. Ancak, hi\u00e7bir gereksinim gerektirmeyen, \u00fccretsiz ve an\u0131nda kullan\u0131labilen bir s\u00fcr\u00fcm mevcut de\u011fil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c7o\u011fu m\u00fclk i\u00e7in ger\u00e7ek\u00e7i yakla\u015f\u0131m, sonucu cep telefonuna kaydedip 5% ile 10% aras\u0131nda bir tahmin olarak kabul edilen, iyi drenajl\u0131 bir mezura kullanmakt\u0131r. Ve sat\u0131\u015flar, resmi tart\u0131mlar ve ila\u00e7 dozaj\u0131 i\u00e7in terazi vazge\u00e7ilmezdir.<\/p>\n\n\n<h2>Sen de oku<\/h2>\n<ul>\n<li><a href=\"https:\/\/crismob.com\/tr\/apps-to-weigh-cattle-using-your-cellphone\/\">S\u0131\u011f\u0131r Tartmak \u0130\u00e7in Uygulama: Do\u011fru Uygulama Nas\u0131l Se\u00e7ilir ve Yanl\u0131\u015f Vaatlerden Nas\u0131l Ka\u00e7\u0131n\u0131l\u0131r?<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/tr\/ucretsiz-sigir-tartma-uygulamalari-1\/\">S\u0131\u011f\u0131r Tartmak \u0130\u00e7in \u00dccretsiz Uygulamalar: Hangileri \u00dccretsiz, Hangileri \u00dccretli<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/tr\/sigir-tartim-uygulamasi-sahada-ucretsiz-araclari-kullanmanin-faydalarini-kesfedin\/\">S\u0131\u011f\u0131r Tart\u0131m\u0131 \u0130\u00e7in Uygulama: Alan\u0131n Ger\u00e7ek Avantajlar\u0131 ve Mitleri<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/tr\/sigir-tartim-uygulamasi-cep-telefonunuza-nasil-indirilir-ve-kullanilir\/\">Hayvan Tart\u0131m Uygulamas\u0131: Ad\u0131m Ad\u0131m Kurulum ve Kullan\u0131m K\u0131lavuzu<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/tr\/sigir-tartim-uygulamasi-2\/\">S\u0131\u011f\u0131r Tart\u0131m\u0131 \u0130\u00e7in Uygulama: Tahminler Yeterli Olmad\u0131\u011f\u0131nda<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/tr\/app-weigh-animals-using-your-cell-phone\/\">Cep Telefonuyla Hayvanlar\u0131 Tartmak: Uygulama Ne Kaydediyor ve Ne Tahmin Ediyor?<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>A promessa \u00e9 sedutora: tirar uma foto do boi no pasto e receber o peso na tela. Vale examinar essa ideia com calma, porque ela mistura\u2026<\/p>","protected":false},"author":1,"featured_media":94563,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_revidia_rewards_active":"","footnotes":""},"categories":[3],"tags":[],"class_list":["post-94564","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dicas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pesagem de Gado por Foto: O Que a Vis\u00e3o Computacional Faz e N\u00e3o Faz - Crismob<\/title>\n<meta name=\"description\" content=\"Estimar o peso de bovinos por imagem existe de verdade, mas n\u00e3o do jeito que os aplicativos gratuitos prometem. Entenda o que a tecnologia exige.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/crismob.com\/tr\/sadece-bir-fotograf-kullanarak-cep-telefonunuzda-sigirlarinizi-nasil-tartarsiniz\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pesagem de Gado por Foto: O Que a Vis\u00e3o Computacional Faz e N\u00e3o Faz - Crismob\" \/>\n<meta property=\"og:description\" content=\"Estimar o peso de bovinos por imagem existe de verdade, mas n\u00e3o do jeito que os aplicativos gratuitos prometem. Entenda o que a tecnologia exige.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/crismob.com\/tr\/sadece-bir-fotograf-kullanarak-cep-telefonunuzda-sigirlarinizi-nasil-tartarsiniz\/\" \/>\n<meta property=\"og:site_name\" content=\"Crismob\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-17T14:26:31+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-18T19:38:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/crismob.com\/wp-content\/uploads\/2025\/05\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"750\" \/>\n\t<meta property=\"og:image:height\" content=\"430\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Rodrigo Oliveira\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Rodrigo Oliveira\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/\"},\"author\":{\"name\":\"Rodrigo Oliveira\",\"@id\":\"https:\\\/\\\/crismob.com\\\/#\\\/schema\\\/person\\\/1bbf606197a714392d8d24910a91b803\"},\"headline\":\"Pesagem de Gado por Foto: O Que a Vis\u00e3o Computacional Faz e N\u00e3o Faz\",\"datePublished\":\"2025-05-17T14:26:31+00:00\",\"dateModified\":\"2026-08-18T19:38:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/\"},\"wordCount\":1959,\"publisher\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/crismob.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp\",\"articleSection\":[\"Dicas\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/\",\"url\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/\",\"name\":\"Pesagem de Gado por Foto: O Que a Vis\u00e3o Computacional Faz e N\u00e3o Faz - Crismob\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/crismob.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp\",\"datePublished\":\"2025-05-17T14:26:31+00:00\",\"dateModified\":\"2026-08-18T19:38:10+00:00\",\"description\":\"Estimar o peso de bovinos por imagem existe de verdade, mas n\u00e3o do jeito que os aplicativos gratuitos prometem. Entenda o que a tecnologia exige.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/#primaryimage\",\"url\":\"https:\\\/\\\/crismob.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp\",\"contentUrl\":\"https:\\\/\\\/crismob.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp\",\"width\":750,\"height\":430},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/crismob.com\\\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"In\u00edcio\",\"item\":\"https:\\\/\\\/crismob.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pesagem de Gado por Foto: O Que a Vis\u00e3o Computacional Faz e N\u00e3o Faz\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/crismob.com\\\/tr\\\/#website\",\"url\":\"https:\\\/\\\/crismob.com\\\/tr\\\/\",\"name\":\"Crismob\",\"description\":\"Tecnologia e Informa\u00e7\u00e3o\",\"publisher\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/crismob.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/crismob.com\\\/tr\\\/#organization\",\"name\":\"Crismob\",\"url\":\"https:\\\/\\\/crismob.com\\\/tr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\\\/\\\/crismob.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/crismob.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/cropped-ChatGPT-Image-17-de-nov.-de-2025-12_02_30.webp\",\"contentUrl\":\"https:\\\/\\\/crismob.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/cropped-ChatGPT-Image-17-de-nov.-de-2025-12_02_30.webp\",\"width\":1023,\"height\":341,\"caption\":\"Crismob\"},\"image\":{\"@id\":\"https:\\\/\\\/crismob.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/crismob.com\\\/#\\\/schema\\\/person\\\/1bbf606197a714392d8d24910a91b803\",\"name\":\"Rodrigo Oliveira\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2ed3791d6d438d885fd44954de972454d91068acca6c93721fabc17db1fe9dfc?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2ed3791d6d438d885fd44954de972454d91068acca6c93721fabc17db1fe9dfc?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2ed3791d6d438d885fd44954de972454d91068acca6c93721fabc17db1fe9dfc?s=96&d=mm&r=g\",\"caption\":\"Rodrigo Oliveira\"},\"sameAs\":[\"http:\\\/\\\/crismob.com\"],\"url\":\"https:\\\/\\\/crismob.com\\\/tr\\\/author\\\/raiphy\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Foto\u011frafla S\u0131\u011f\u0131r Tart\u0131m\u0131: Bilgisayarla G\u00f6rme Teknolojisinin Yapt\u0131klar\u0131 ve Yapamad\u0131klar\u0131 - Crismob","description":"G\u00f6r\u00fcnt\u00fclerden s\u0131\u011f\u0131rlar\u0131n a\u011f\u0131rl\u0131\u011f\u0131n\u0131 tahmin etmek ger\u00e7ek bir olas\u0131l\u0131k, ancak \u00fccretsiz uygulamalar\u0131n vaat etti\u011fi \u015fekilde de\u011fil. Teknolojinin gerektirdiklerini anlamak gerekiyor.","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:\/\/crismob.com\/tr\/sadece-bir-fotograf-kullanarak-cep-telefonunuzda-sigirlarinizi-nasil-tartarsiniz\/","og_locale":"tr_TR","og_type":"article","og_title":"Pesagem de Gado por Foto: O Que a Vis\u00e3o Computacional Faz e N\u00e3o Faz - Crismob","og_description":"Estimar o peso de bovinos por imagem existe de verdade, mas n\u00e3o do jeito que os aplicativos gratuitos prometem. Entenda o que a tecnologia exige.","og_url":"https:\/\/crismob.com\/tr\/sadece-bir-fotograf-kullanarak-cep-telefonunuzda-sigirlarinizi-nasil-tartarsiniz\/","og_site_name":"Crismob","article_published_time":"2025-05-17T14:26:31+00:00","article_modified_time":"2026-08-18T19:38:10+00:00","og_image":[{"width":750,"height":430,"url":"https:\/\/crismob.com\/wp-content\/uploads\/2025\/05\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp","type":"image\/webp"}],"author":"Rodrigo Oliveira","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Rodrigo Oliveira","Tahmini okuma s\u00fcresi":"10 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/#article","isPartOf":{"@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/"},"author":{"name":"Rodrigo Oliveira","@id":"https:\/\/crismob.com\/#\/schema\/person\/1bbf606197a714392d8d24910a91b803"},"headline":"Pesagem de Gado por Foto: O Que a Vis\u00e3o Computacional Faz e N\u00e3o Faz","datePublished":"2025-05-17T14:26:31+00:00","dateModified":"2026-08-18T19:38:10+00:00","mainEntityOfPage":{"@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/"},"wordCount":1959,"publisher":{"@id":"https:\/\/crismob.com\/#organization"},"image":{"@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/#primaryimage"},"thumbnailUrl":"https:\/\/crismob.com\/wp-content\/uploads\/2025\/05\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp","articleSection":["Dicas"],"inLanguage":"tr"},{"@type":"WebPage","@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/","url":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/","name":"Foto\u011frafla S\u0131\u011f\u0131r Tart\u0131m\u0131: Bilgisayarla G\u00f6rme Teknolojisinin Yapt\u0131klar\u0131 ve Yapamad\u0131klar\u0131 - Crismob","isPartOf":{"@id":"https:\/\/crismob.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/#primaryimage"},"image":{"@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/#primaryimage"},"thumbnailUrl":"https:\/\/crismob.com\/wp-content\/uploads\/2025\/05\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp","datePublished":"2025-05-17T14:26:31+00:00","dateModified":"2026-08-18T19:38:10+00:00","description":"G\u00f6r\u00fcnt\u00fclerden s\u0131\u011f\u0131rlar\u0131n a\u011f\u0131rl\u0131\u011f\u0131n\u0131 tahmin etmek ger\u00e7ek bir olas\u0131l\u0131k, ancak \u00fccretsiz uygulamalar\u0131n vaat etti\u011fi \u015fekilde de\u011fil. Teknolojinin gerektirdiklerini anlamak gerekiyor.","breadcrumb":{"@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/#primaryimage","url":"https:\/\/crismob.com\/wp-content\/uploads\/2025\/05\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp","contentUrl":"https:\/\/crismob.com\/wp-content\/uploads\/2025\/05\/Snapinsta.app_212632279_176676234440739_2906668963624211445_n_1080-750x430-1.webp","width":750,"height":430},{"@type":"BreadcrumbList","@id":"https:\/\/crismob.com\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"In\u00edcio","item":"https:\/\/crismob.com\/"},{"@type":"ListItem","position":2,"name":"Pesagem de Gado por Foto: O Que a Vis\u00e3o Computacional Faz e N\u00e3o Faz"}]},{"@type":"WebSite","@id":"https:\/\/crismob.com\/tr\/#website","url":"https:\/\/crismob.com\/tr\/","name":"Crismob","description":"Teknoloji ve Bilgi","publisher":{"@id":"https:\/\/crismob.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/crismob.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/crismob.com\/tr\/#organization","name":"Crismob","url":"https:\/\/crismob.com\/tr\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/crismob.com\/#\/schema\/logo\/image\/","url":"https:\/\/crismob.com\/wp-content\/uploads\/2025\/11\/cropped-ChatGPT-Image-17-de-nov.-de-2025-12_02_30.webp","contentUrl":"https:\/\/crismob.com\/wp-content\/uploads\/2025\/11\/cropped-ChatGPT-Image-17-de-nov.-de-2025-12_02_30.webp","width":1023,"height":341,"caption":"Crismob"},"image":{"@id":"https:\/\/crismob.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/crismob.com\/#\/schema\/person\/1bbf606197a714392d8d24910a91b803","name":"Rodrigo Oliveira","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/secure.gravatar.com\/avatar\/2ed3791d6d438d885fd44954de972454d91068acca6c93721fabc17db1fe9dfc?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2ed3791d6d438d885fd44954de972454d91068acca6c93721fabc17db1fe9dfc?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2ed3791d6d438d885fd44954de972454d91068acca6c93721fabc17db1fe9dfc?s=96&d=mm&r=g","caption":"Rodrigo Oliveira"},"sameAs":["http:\/\/crismob.com"],"url":"https:\/\/crismob.com\/tr\/author\/raiphy\/"}]}},"_links":{"self":[{"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/posts\/94564","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/comments?post=94564"}],"version-history":[{"count":5,"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/posts\/94564\/revisions"}],"predecessor-version":[{"id":95872,"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/posts\/94564\/revisions\/95872"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/media\/94563"}],"wp:attachment":[{"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/media?parent=94564"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/categories?post=94564"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/crismob.com\/tr\/wp-json\/wp\/v2\/tags?post=94564"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}