{"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":"cum-sa-ti-cantaresti-vitele-pe-telefonul-mobil-folosind-doar-o-fotografie","status":"publish","type":"post","link":"https:\/\/crismob.com\/ro\/como-pesar-o-seu-gado-pelo-celular-usando-apenas-uma-foto\/","title":{"rendered":"C\u00e2nt\u0103rirea vitelor prin fotografie: Ce face \u0219i ce nu face viziunea computerizat\u0103"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Promisiunea este atr\u0103g\u0103toare: fotografia\u021bi vaca pe p\u0103\u0219une \u0219i primi\u021bi greutatea ei pe ecran. Merit\u0103 s\u0103 examina\u021bi cu aten\u021bie aceast\u0103 idee, deoarece combin\u0103 o tehnologie care exist\u0103 cu adev\u0103rat cu o promisiune pe care aplica\u021biile gratuite nu o \u00eendeplinesc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Punctul de plecare este simplu \u0219i nu se schimb\u0103: <strong>Telefonul nu are senzor de greutate.<\/strong>. O fotografie este o matrice de pixeli; nu con\u021bine mas\u0103. Tot ce poate face un sistem de imagistic\u0103 este... <em>deduce<\/em> Volumul \u0219i conforma\u021bia sunt determinate din forma animalului, iar aceasta este convertit\u0103 \u00eentr-o estimare a greut\u0103\u021bii. Este \u00eentotdeauna o estimare.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Cum func\u021bioneaz\u0103 un sistem de imagistic\u0103 func\u021bional?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Sistemele comerciale pentru estimarea greut\u0103\u021bii bovinelor folosind viziunea computerizat\u0103 urmeaz\u0103 \u00een general aceast\u0103 cale:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Segmentare<\/strong>Software-ul izoleaz\u0103 conturul animalului de fundalul imaginii.<\/li>\n<li><strong>Referin\u021b\u0103 la scar\u0103<\/strong>F\u0103r\u0103 a cunoa\u0219te dimensiunea real\u0103 a unui element din scen\u0103, este imposibil s\u0103 convertim pixelii \u00een centimetri. De aceea, aceste sisteme necesit\u0103 o plac\u0103 de referin\u021b\u0103, un marcaj pe sol, o distan\u021b\u0103 fix\u0103 fa\u021b\u0103 de camer\u0103 sau un senzor de ad\u00e2ncime.<\/li>\n<li><strong>Extragerea m\u0103sur\u0103torilor<\/strong>: \u00een\u0103l\u021bimea, l\u0103\u021bimea, lungimea crupei, aria corporal\u0103 proiectat\u0103.<\/li>\n<li><strong>Model statistic<\/strong>Aceste m\u0103sur\u0103tori sunt introduse \u00eentr-un model antrenat pe mii de animale care au fost c\u00e2nt\u0103rite pe c\u00e2ntar, \u0219i se ob\u021bine greutatea estimat\u0103.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Observa\u021bi ce apare pe aceast\u0103 list\u0103: \u00eencadrare controlat\u0103, scar\u0103 cunoscut\u0103, animal \u00eentr-o pozi\u021bie standardizat\u0103. Niciuna dintre aceste cerin\u021be nu este \u00eendeplinit\u0103 de o fotografie f\u0103cut\u0103 din orice unghi, cu taurul \u00een pozi\u021bie lateral\u0103 \u00een mijlocul p\u0103\u0219unii, \u00een contralumin\u0103.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e2t cost\u0103 aceste sisteme?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Solu\u021biile de c\u00e2nt\u0103rire bazate pe imagini pentru animale sunt v\u00e2ndute comercial, aproape \u00eentotdeauna pe baz\u0103 de abonament, c\u0103tre \u00eengr\u0103\u0219\u0103torii, centre de cre\u0219tere a animalelor \u0219i abatoare. Multe implic\u0103 instalarea de hardware \u00een coridorul de manipulare, o camer\u0103 fix\u0103 \u0219i calibrarea efectuat\u0103 de un tehnician. Este o tehnologie legitim\u0103, cu rezultate m\u0103surabile - \u0219i la un pre\u021b compatibil cu opera\u021biunile mari.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ceea ce nu exist\u0103 este o versiune magic\u0103, gratuit\u0103, a acestui sistem, care ruleaz\u0103 pe camera unui telefon mobil obi\u0219nuit, f\u0103r\u0103 nicio referin\u021b\u0103 la scar\u0103 sau pozi\u021bionare controlat\u0103.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ce fac, de fapt, aplica\u021biile gratuite?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e2nd deschizi majoritatea aplica\u021biilor care promit s\u0103 \u201cc\u00e2nt\u0103reasc\u0103 per fotografie\u201d, descoperi unul dintre urm\u0103toarele trei lucruri:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>De fapt, te roag\u0103 s\u0103 <strong>introduce\u021bi m\u0103sur\u0103torile<\/strong> M\u0103sur\u0103torile au fost efectuate cu o rulet\u0103, iar fotografia este doar o ilustra\u021bie pentru eviden\u021ba animalului.<\/li>\n<li>El este un <strong>jurnal de bord<\/strong> Fotografia serve\u0219te la identificarea vizual\u0103 a animalului, iar greutatea este cea pe care ai aruncat-o.<\/li>\n<li>Arat\u0103 un num\u0103r inventat din foarte pu\u021bin, iar \u00een acest caz rezultatul nu are nicio valoare.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Un exemplu practic: aplica\u021bia <strong>Bou \u00een c\u00e2ntare<\/strong>, disponibil \u00een Magazin Play, este descris de dezvoltator ca un instrument pentru <em>note de bilan\u021b<\/em>. Cu alte cuvinte, organizeaz\u0103 \u00eenregistrarea c\u00e2nt\u0103ririlor efectuate pe un c\u00e2ntar real. Nu este o aplica\u021bie care estimeaz\u0103 greutatea dintr-o fotografie, spre deosebire de ceea ce se repet\u0103 adesea.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Metoda care func\u021bioneaz\u0103 f\u0103r\u0103 un sistem scump: banda adeziv\u0103.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">O alternativ\u0103 accesibil\u0103 \u0219i dovedit\u0103 este barimetria circumferin\u021bei toracice, utilizat\u0103 \u00een domeniu de zeci de ani. Ruleta trece chiar \u00een spatele omoplatului, \u00eencercuind \u00eentregul torace \u00een spatele membrelor anterioare, \u00een cel mai \u00eenalt punct al cutiei toracice. Lungimea merge de la punctul um\u0103rului p\u00e2n\u0103 la punctul ischionului.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cu ambele m\u0103sur\u0103tori \u00een centimetri, cea mai utilizat\u0103 formul\u0103 estimeaz\u0103: <strong>greutate (kg) \u2248 circumferin\u021ba toracic\u0103\u00b2 \u00d7 lungime \u00f7 10,838<\/strong>. Un animal cu o circumferin\u021b\u0103 de 180 cm \u0219i o lungime de 150 cm c\u00e2nt\u0103re\u0219te aproximativ 448 kg.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Marja de eroare este de 5% p\u00e2n\u0103 la 10%. Pentru a o reduce: m\u0103sura\u021bi \u00eentotdeauna la aceea\u0219i or\u0103, de preferin\u021b\u0103 diminea\u021ba, cu animalul imobilizat, \u00een picioare, calm \u0219i sprijinit pe toate cele patru labe, cu ruleta aproape de blan\u0103 \u0219i f\u0103r\u0103 a o str\u00e2nge.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Unde nicio estimare nu este util\u0103<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Indiferent dac\u0103 estimarea provine dintr-o fotografie sau o rulet\u0103, exist\u0103 trei situa\u021bii \u00een care aceasta nu poate fi utilizat\u0103:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>V\u00e2nzare de la arroba<\/strong>O eroare de 8% \u00eentr-un lot \u00eentreg cost\u0103 mul\u021bi bani atunci c\u00e2nd schimbi tab\u0103ra.<\/li>\n<li><strong>C\u00e2nt\u0103rirea oficial\u0103<\/strong>O \u00eenregistrare valabil\u0103 pentru ter\u021bi necesit\u0103 echipamente calibrate.<\/li>\n<li><strong>Dozajul medicamentelor<\/strong>Dozele de deparazitant, antibiotic \u0219i acaricid se calculeaz\u0103 pe kilogram. Subdozarea selecteaz\u0103 parazi\u021bi rezisten\u021bi \u00een efectiv; supradozarea intoxic\u0103 animalul \u0219i prelunge\u0219te perioada de a\u0219teptare \u00eenainte de sacrificare.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Semne c\u0103 aplica\u021bia exagereaz\u0103.<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Promite greutatea pe baza unei fotografii, f\u0103r\u0103 a cere scar\u0103 sau referin\u021b\u0103 de pozi\u021bionare.<\/li>\n<li>Folose\u0219te cuvintele \u201cprecis\u201d, \u201cexact\u201d sau \u201cprofesional\u201d f\u0103r\u0103 a specifica o marj\u0103 de eroare.<\/li>\n<li>Nu specific\u0103 la ce specie, ras\u0103 sau interval de v\u00e2rst\u0103 se aplic\u0103 calculul.<\/li>\n<li>Solicit\u0103 permisiuni care nu au leg\u0103tur\u0103 cu rolul, cum ar fi contacte, mesaje sau microfon.<\/li>\n<li>Exist\u0103 foarte pu\u021bine recenzii \u00een magazin \u2014 o parte considerabil\u0103 a acestei categorii nici m\u0103car nu are o evaluare publicat\u0103.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">De ce o fotografie obi\u0219nuit\u0103 nu este suficient\u0103<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Merit\u0103 s\u0103 analiz\u0103m motivele tehnice, deoarece acestea explic\u0103 de ce problema nu poate fi rezolvat\u0103 cu o aplica\u021bie mai bun\u0103:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00cei lipse\u0219te scara.<\/strong> Aceea\u0219i fotografie a unui vi\u021bel aproape de camer\u0103 \u0219i a unui taur adult \u00een dep\u0103rtare poate produce contururi identice. F\u0103r\u0103 un obiect de dimensiune cunoscut\u0103 \u00een scen\u0103 sau f\u0103r\u0103 un senzor de ad\u00e2ncime, software-ul nu are cum s\u0103 cunoasc\u0103 dimensiunea real\u0103 a animalului.<\/li>\n<li><strong>Perspectiva distorsioneaz\u0103.<\/strong> Un anumit grad de \u00eenclinare a camerei modific\u0103 raportul aparent \u00een\u0103l\u021bime-lungime. Acesta este motivul pentru care sistemele comerciale necesit\u0103 o pozi\u021bie fix\u0103.<\/li>\n<li><strong>O fotografie este bidimensional\u0103.<\/strong> Greutatea depinde de volum. Estimarea volumului dintr-o singur\u0103 proiec\u021bie planar\u0103 necesit\u0103 presupunerea ad\u00e2ncimii corpului, iar aceast\u0103 presupunere este cea mai mare surs\u0103 de eroare.<\/li>\n<li><strong>P\u0103rul, murd\u0103ria \u0219i lumina sunt toate o pacoste.<\/strong> Lumina din spate, noroiul \u0219i blana \u00eenchis\u0103 la culoare pe un fundal \u00eentunecat degradeaz\u0103 segmentarea conturului.<\/li>\n<li><strong>Animalul se mi\u0219c\u0103.<\/strong> Pozi\u021bia capului, sprijinul labei \u0219i respira\u021bia modific\u0103 conturul \u00eentre un clic \u0219i urm\u0103torul.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e2nd c\u00e2nt\u0103rirea bazat\u0103 pe imagini d\u0103 roade<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Exist\u0103 scenarii \u00een care investi\u021bia are sens \u0219i toate au aceea\u0219i caracteristic\u0103: volum mare \u0219i trecere repetat\u0103 prin acela\u0219i punct.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Carantin\u0103<\/strong>, \u00centr-o unitate \u00een care mii de animale trec prin acela\u0219i coridor de manipulare, o camer\u0103 fix\u0103 calibrat\u0103 le monitorizeaz\u0103 progresul f\u0103r\u0103 a le stresa.<\/li>\n<li><strong>centre de reproducere<\/strong> care necesit\u0103 curbe de cre\u0219tere frecvente f\u0103r\u0103 oprirea lotului pe c\u00e2ntar.<\/li>\n<li><strong>Cercetare \u0219i \u00eembun\u0103t\u0103\u021bire<\/strong>, \u00cen acest context, m\u0103sur\u0103torile frecvente f\u0103r\u0103 a manipula animalul sunt valoroase \u00een sine.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Pentru o proprietate care c\u00e2nt\u0103re\u0219te un lot la fiecare dou\u0103 luni, costul sistemului nu este justificat. O rulet\u0103 plus o aplica\u021bie de \u00eenregistrare sunt suficiente pentru monitorizare, iar c\u00e2ntarul este utilizat doar atunci c\u00e2nd este necesar un num\u0103r precis.<\/p>\n\n\n<h2>Ce este necesar pentru ca o fotografie s\u0103 devin\u0103 o m\u0103sur\u0103toare?<\/h2>\n<p>\u00centrebarea corect\u0103 nu este \u201cpoate IA s\u0103 fac\u0103 asta?\u201d, ci mai degrab\u0103 \u201cimaginea con\u021bine informa\u021biile necesare?\u201d. Pentru a estima volumul dintr-o fotografie, sistemul are nevoie de lucruri pe care o fotografie obi\u0219nuit\u0103 f\u0103cut\u0103 cu un telefon mobil nu le are:<\/p>\n<ul>\n<li><strong>Referin\u021b\u0103 la scar\u0103.<\/strong> Camera nu \u0219tie dimensiunea a ceea ce fotografiaz\u0103. Un vi\u021bel \u00een apropiere \u0219i un bou departe produc imagini similare. Sistemele serioase rezolv\u0103 acest lucru cu o camer\u0103 \u00eentr-o pozi\u021bie fix\u0103 \u0219i la o \u00een\u0103l\u021bime cunoscut\u0103 sau cu un senzor de ad\u00e2ncime.<\/li>\n<li><strong>Unghi controlat.<\/strong> Aceea\u0219i vac\u0103 fotografiat\u0103 de sus, din lateral \u0219i dintr-un unghi de trei sferturi produce siluete diferite. F\u0103r\u0103 o \u00eencadrare standardizat\u0103, nicio compara\u021bie nu este posibil\u0103.<\/li>\n<li><strong>Animal \u00een pozi\u021bie.<\/strong> St\u00e2nd nemi\u0219cat, cu patru labe pe p\u0103m\u00e2nt, capul \u00eentr-o pozi\u021bie natural\u0103, corpul perpendicular pe camer\u0103.<\/li>\n<li><strong>Separarea fondului.<\/strong> Un animal \u00een mijlocul turmei, pe o p\u0103\u0219une umbroas\u0103, cu alte animale \u00een spatele lui, este dificil de t\u0103iat corect.<\/li>\n<li><strong>Calibrare pentru turm\u0103.<\/strong> Modelul trebuie s\u0103 fi fost antrenat cu animale cu conforma\u021bie similar\u0103 cu a sa.<\/li>\n<\/ul>\n<p>Reunirea tuturor acestor lucruri este posibil\u0103 \u2014 \u0219i tocmai de aceea sistemele care func\u021bioneaz\u0103 sunt instalate \u00een <strong>structuri fixe<\/strong>, De obicei, acest lucru se face \u00een coridorul de manipulare, cu o camer\u0103 montat\u0103 \u0219i iluminare previzibil\u0103. Nu este o aplica\u021bie de tipul \u201e\u021bint\u0103 \u0219i fotografiaz\u0103\u201d.<\/p>\n\n<h2>Unde c\u00e2nt\u0103rirea bazat\u0103 pe imagini chiar d\u0103 roade.<\/h2>\n<p>Exist\u0103 un scenariu clar \u00een care merit\u0103 investi\u021bia \u0219i nu este cel al produc\u0103torului care vrea s\u0103 estimeze zece animale pe lun\u0103:<\/p>\n<ul>\n<li><strong>Volum mare \u0219i frecven\u021b\u0103 mare.<\/strong> Fermele \u0219i \u00eengr\u0103\u0219\u0103toriile c\u00e2nt\u0103resc frecvent multe animale. Acolo, fiecare c\u00e2nt\u0103rire cost\u0103 munc\u0103, stres \u0219i timp - iar sistemul automatizat se amortizeaz\u0103 prin cre\u0219terea productivit\u0103\u021bii.<\/li>\n<li><strong>Reducerea stresului.<\/strong> M\u0103surarea f\u0103r\u0103 imobilizarea animalului \u00eenseamn\u0103 mai pu\u021bine manipul\u0103ri, mai pu\u021bin\u0103 pierdere \u00een greutate din cauza stresului \u0219i un risc mai mic de accidente care implic\u0103 oameni.<\/li>\n<li><strong>Frecven\u021b\u0103 pe care scala nu o permite.<\/strong> Un sistem fix poate m\u0103sura fiecare trecere a animalului, iar curba continu\u0103 \u2014 nu num\u0103rul izolat \u2014 este cea care genereaz\u0103 valoare.<\/li>\n<li><strong>Integrare cu sistemul de management<\/strong>, actualiz\u00e2nd \u00eenregistrarea animalului f\u0103r\u0103 a tasta.<\/li>\n<\/ul>\n<p>Pentru fermele mici \u0219i mijlocii, cifrele rareori se adun\u0103: investi\u021biile \u00een infrastructur\u0103 \u0219i costul per animal sunt mari, iar <strong>Band\u0103 de c\u00e2nt\u0103rire cu o aplica\u021bie de \u00eenregistrare<\/strong> Ofer\u0103 elementele esen\u021biale - urm\u0103rirea cre\u0219terii \u00een greutate - la un cost aproape zero.<\/p>\n\n<h2>\u00centreb\u0103ri frecvente<\/h2>\n<h3>Exist\u0103 o aplica\u021bie gratuit\u0103 care c\u00e2nt\u0103re\u0219te vitele folosind o fotografie de pe telefonul mobil?<\/h3>\n<p>Nu este fiabil. Cele gratuite care exist\u0103 func\u021bioneaz\u0103 prin m\u0103surarea cu o rulet\u0103 sau \u00ee\u021bi cer s\u0103 oferi dimensiunile. Promisiunea unei simple fotografii care indic\u0103 greutatea nu corespunde cu ceea ce cere tehnologia.<\/p>\n<h3>\u0218i cum r\u0103m\u00e2ne cu videoclipurile care arat\u0103 cum func\u021bioneaz\u0103?<\/h3>\n<p>Acestea sunt de obicei demonstra\u021bii ale unor sisteme comerciale, cu o camer\u0103 \u0219i o structur\u0103 fixe, sau teste \u00een condi\u021bii controlate. Ceea ce nu apare \u00een demonstra\u021bie este instala\u021bia din spatele acesteia.<\/p>\n<h3>Este precizia imaginii mai bun\u0103 dec\u00e2t cea a benzii?<\/h3>\n<p>\u00centr-un sistem bine instalat \u0219i calibrat, acesta tinde s\u0103 fie \u2013 \u0219i mai ales este \u2013 mai repetabil, deoarece elimin\u0103 varia\u021bia m\u00e2inii umane. \u00centr-o fotografie f\u0103cut\u0103 cu telefonul mobil, f\u0103r\u0103 niciun control, este \u0219i mai r\u0103u.<\/p>\n<h3>Merit\u0103 s\u0103 a\u0219tep\u021bi ca aceast\u0103 tehnologie s\u0103 devin\u0103 mai ieftin\u0103?<\/h3>\n<p>Aceasta este tendin\u021ba \u0219i a ajuns deja la ferme \u0219i \u00eengr\u0103\u0219\u0103torii de animale. \u00centre timp, m\u0103surarea constant\u0103 cu band\u0103 ofer\u0103 aproape toate beneficiile - deoarece ceea ce conteaz\u0103 \u00een monitorizare este varia\u021bia, nu num\u0103rul absolut.<\/p>\n<h3>Pot folosi fotografia doar pentru a verifica estimarea ruletei?<\/h3>\n<p>Ca impresie vizual\u0103, da \u2014 iar ochiul antrenat al cuiva care lucreaz\u0103 cu turma este destul de valoros. Ca num\u0103r, nu: f\u0103r\u0103 scar\u0103 \u0219i f\u0103r\u0103 un unghi controlat, fotografia nu m\u0103soar\u0103 nimic.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Concluzie<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e2nt\u0103rirea vitelor prin fotografie nu este fic\u021biune: viziunea computerizat\u0103 aplicat\u0103 cre\u0219terii animalelor exist\u0103, func\u021bioneaz\u0103 \u00een condi\u021bii controlate \u0219i este v\u00e2ndut\u0103 ca produs pl\u0103tit pentru opera\u021biuni la scar\u0103 larg\u0103. Ceea ce nu exist\u0103 este o versiune gratuit\u0103, instantanee, f\u0103r\u0103 nicio cerin\u021b\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pentru majoritatea propriet\u0103\u021bilor, abordarea realist\u0103 r\u0103m\u00e2ne ruleta bine drenat\u0103, rezultatul fiind \u00eenregistrat pe un telefon mobil \u0219i tratat ca o estimare de 5% p\u00e2n\u0103 la 10%. Iar pentru v\u00e2nz\u0103ri, c\u00e2nt\u0103riri oficiale \u0219i dozarea medicamentelor, c\u00e2ntarul r\u0103m\u00e2ne de ne\u00eenlocuit.<\/p>\n\n\n<h2>Citeste si tu<\/h2>\n<ul>\n<li><a href=\"https:\/\/crismob.com\/ro\/apps-to-weigh-cattle-using-your-cellphone\/\">Aplica\u021bie pentru c\u00e2nt\u0103rirea bovinelor: Cum s\u0103 alegi \u0219i s\u0103 evi\u021bi promisiunile false<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/ro\/aplicatii-gratuite-de-cantarire-a-bovinelor-1\/\">Aplica\u021bii gratuite pentru c\u00e2nt\u0103rirea bovinelor: Ce este gratuit \u0219i ce nu<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/ro\/aplicatie-de-cantarire-a-bovinelor-descoperiti-beneficiile-utilizarii-instrumentelor-gratuite-pe-teren\/\">Aplica\u021bie pentru c\u00e2nt\u0103rirea bovinelor: avantaje reale \u0219i mituri ale terenului<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/ro\/cum-se-descarca-si-se-utilizeaza-aplicatia-de-cantarire-a-bovinelor-pe-telefonul-mobil\/\">Aplica\u021bie de c\u00e2nt\u0103rire a animalelor: Ghid pas cu pas de instalare \u0219i utilizare<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/ro\/aplicatie-de-cantarire-a-bovinelor-2\/\">Aplica\u021bie pentru c\u00e2nt\u0103rirea bovinelor: C\u00e2nd estim\u0103rile nu sunt suficiente<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/ro\/app-weigh-animals-using-your-cell-phone\/\">C\u00e2nt\u0103rirea animalelor cu telefonul mobil: Ce \u00eenregistreaz\u0103 aplica\u021bia \u0219i ce estimeaz\u0103<\/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. 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