{"id":94130,"date":"2024-09-30T16:29:50","date_gmt":"2024-09-30T16:29:50","guid":{"rendered":"https:\/\/crismob.com\/?p=94130"},"modified":"2026-08-18T19:38:09","modified_gmt":"2026-08-18T19:38:09","slug":"bird-identification-applications","status":"publish","type":"post","link":"https:\/\/crismob.com\/lt\/aplicativos-para-identificacao-de-aves\/","title":{"rendered":"Pauk\u0161\u010di\u0173 atpa\u017einimo program\u0117l\u0117s: kaip teisingai nustatyti r\u016b\u0161is"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Pauk\u0161\u010di\u0173 atpa\u017einimas mobiliuoju telefonu yra viena i\u0161 automatinio atpa\u017einimo program\u0173, kuri geriausiai veikia praktikoje. Kitaip nei kitos technologijos, \u0161i technologija i\u0161 tikr\u0173j\u0173 duoda rezultat\u0173 \u2013 jei tik \u017einote, kaip interpretuoti rezultat\u0105 tok\u012f, koks jis yra: <strong>pasi\u016blymas<\/strong>, su tam tikru pasitik\u0117jimo laipsniu, o ne nuosprend\u017eiu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0160iame vadove paai\u0161kinama, kaip veikia atpa\u017einimas, kurios program\u0117l\u0117s yra tikros ir patikimos, ir kaip patvirtinti r\u016b\u0161\u012f, kai kyla abejoni\u0173 d\u0117l identifikavimo.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kaip veikia atpa\u017einimas<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Pagal vaizd\u0105<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Program\u0117l\u0117 lygina k\u016bno kont\u016brus, spalv\u0173 model\u012f ir proporcijas su modeliu, apmokytu remiantis t\u016bkstan\u010diais ekspert\u0173 atpa\u017eint\u0173 nuotrauk\u0173. Ji taip pat naudoja j\u016bs\u0173 buvimo viet\u0105 ir dat\u0105, nes galim\u0173 r\u016b\u0161i\u0173 s\u0105ra\u0161as tam tikrame \u017eem\u0117lapio ta\u0161ke tam tikr\u0105 m\u0117nes\u012f labai suma\u017eina kandidat\u0173 rat\u0105.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pagal kamp\u0105<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u012era\u0161ote kelias sekundes garso, o modelis palygina garso model\u012f su vokalizacij\u0173 biblioteka. Aplinkoje, kurioje vienu metu dainuoja daug r\u016b\u0161i\u0173, arba yra eismo ir v\u0117jo triuk\u0161mas, tikslumas suma\u017e\u0117ja \u2013 verta \u012fra\u0161yti ar\u010diau ir tylesniu metu.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Esamos ir veikian\u010dios programos<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Merlin BirdID<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sukurta Kornelio universiteto ornitologijos laboratorijos, \u0161i programa yra savo kategorijos etalonas. Ji atpa\u017e\u012fsta pauk\u0161\u010dius pagal nuotrauk\u0105, gars\u0105 ir charakteristik\u0173 klausimyn\u0105 bei pateikia informacinius lapus su apra\u0161ymais, elgesiu ir paplitimu. \u201ePlay\u201c parduotuv\u0117je ji turi vien\u0105 auk\u0161\u010diausi\u0173 \u012fvertinim\u0173 tarp gamtos program\u0117li\u0173 \u2013 daugiau nei 170 000 atsiliepim\u0173. Ji veikia naudodama regioninius duomen\u0173 paketus, kuriuos atsisiun\u010diate prie\u0161 eidami \u012f lauk\u0105, tod\u0117l j\u0105 galima naudoti neprisijungus prie interneto.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">eBird<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0160i steb\u0117jim\u0173 registravimo platforma taip pat sukurta Kornelio laboratorijos. Ji skirta ne identifikavimui, o tam, kad b\u016bt\u0173 galima pasi\u017eym\u0117ti, k\u0105 mat\u0117te, kur ir kada, ir papildyti vien\u0105 did\u017eiausi\u0173 pasaulyje biologin\u0117s \u012fvairov\u0117s duomen\u0173 bazi\u0173. Ji puikiai dera su \u201eMerlin\u201c \u2013 vienas identifikuoja, kitas registruoja.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">BirdNET<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0160is tyrim\u0173 projektas, kurio pagrindinis tikslas \u2013 patikimas identifikavimas, yra Kornelio laboratorijos ir Chemnico technologijos universiteto Vokietijoje bendradarbiavimo pastangos. Projekto metu \u012fra\u0161omi balsai, apdorojami duomenys ir parenkamos labiausiai tik\u0117tinos r\u016b\u0161ys. \u012era\u0161ai prisideda prie paplitimo ir sezoni\u0161kumo tyrim\u0173.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">iNaturalistas<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Tai neapsiriboja vien pauk\u0161\u010diais: apima faun\u0105 ir flor\u0105 apskritai. Automatinis vaizd\u0173 si\u016blymas yra tik prad\u017eia \u2013 pagrindinis skirtumas yra bendruomen\u0117, kuri per\u017ei\u016bri ir patvirtina identifikacijas. Keli\u0173 vartotoj\u0173 patvirtintas \u012fra\u0161as \u012fgyja kokyb\u0117s status\u0105 tyrimuose ir pradedamas naudoti mokslinink\u0173.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Audubon pauk\u0161\u010di\u0173 vadovas<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nacionalin\u0117s Audubono draugijos skaitmeninis lauko vadovas, kuriame daugiausia d\u0117mesio skiriama \u0160iaur\u0117s Amerikos r\u016b\u0161ims. Naudinga kaip informacinis leidinys, ma\u017eiau naudinga pauk\u0161\u010di\u0173 steb\u0117tojams Brazilijoje.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ribos, kurias verta \u017einoti<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tai pasi\u016blymas, o ne tikrumas.<\/strong> Program\u0117l\u0117s pateikia kandidatus tikimyb\u0117s tvarka. Pana\u0161ios r\u016b\u0161ys \u2013 o Brazilijoje yra daug toki\u0173 grupi\u0173 \u2013 s\u0105ra\u0161e da\u017enai pateikiamos kartu.<\/li>\n<li><strong>Regionin\u0117 apr\u0117ptis yra netolygi.<\/strong> Modeliai buvo apmokyti naudojant daugiau duomen\u0173 i\u0161 kai kuri\u0173 region\u0173 nei i\u0161 kit\u0173. Brazilijos r\u016b\u0161ys, kurios fotografuojamos re\u010diau, pasi\u017eymi ma\u017eesniu tikslumu.<\/li>\n<li><strong>Bloga nuotrauka veda prie blogo sp\u0117jimo.<\/strong> Pauk\u0161tis, laikomas prie\u0161 \u0161vies\u0105, nefokusuotas arba per toli, nesuteikia modeliui pakankamai informacijos.<\/li>\n<li><strong>Plunksna \u012fvairi.<\/strong> Jaunikliai, patel\u0117s ir besi\u0161eriantys suaug\u0119 individai gali atrodyti visai kitaip nei \u201cklasikinis\u201d r\u016b\u0161ies \u012fvaizdis.<\/li>\n<li><strong>Dainavimas apima tarm\u0119 ir m\u0117gd\u017eiojim\u0105.<\/strong> Kai kurie pauk\u0161\u010diai m\u0117gd\u017eioja kitas r\u016b\u0161is, o tai glumina net patyrusius steb\u0117tojus.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Kaip patvirtinti tapatyb\u0119<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Steb\u0117kite ne tik spalv\u0105: santykin\u012f dyd\u012f, snapo form\u0105, uodegos ilg\u012f, skryd\u017eio model\u012f ir elges\u012f.<\/li>\n<li>Atkreipkite d\u0117mes\u012f \u012f aplink\u0105. Tankiuose mi\u0161kuose, pakra\u0161\u010diuose, atviruose laukuose, pelk\u0117se ir miesto teritorijose yra skirting\u0173 bendruomeni\u0173.<\/li>\n<li>Palyginkite tai su geografiniu paplitimu. Jei si\u016bloma r\u016b\u0161is j\u016bs\u0173 regione neaptinkama, tai grei\u010diausiai ne ta r\u016b\u0161is.<\/li>\n<li>Palyginkite su program\u0117l\u0117s lauko vadovu, atkreipdami d\u0117mes\u012f \u012f pana\u0161ias r\u016b\u0161is, i\u0161vardytas informaciniame lapelyje.<\/li>\n<li>Paskelbkite \u012fra\u0161\u0105 platformoje, kurioje per\u017ei\u016brima bendruomen\u0117, ir priimkite patais\u0105, kai ji bus pateikta.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Gera lauko praktika<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Nenaudokite dain\u0173 atk\u016brimo pauk\u0161\u010diams privilioti veisimosi sezono metu: tai i\u0161stumia gyv\u016bn\u0105 i\u0161 lizdo ir be reikalo eikvoja jo energij\u0105.<\/li>\n<li>Laikykit\u0117s atstumo. Gera nuotrauka pasiekiama kantrybe ir ap\u0161vietimu, o ne stambaus plano nuotraukomis, kurios g\u0105sdina \u017emones.<\/li>\n<li>Nemaitinkite laukini\u0173 pauk\u0161\u010di\u0173, kad jie ant j\u0173 tup\u0117t\u0173.<\/li>\n<li>Saugomose teritorijose ir priva\u010diose zonose laikykit\u0117s \u017eenkl\u0173.<\/li>\n<li>Prie\u0161 i\u0161vykdami atsisi\u0173skite regioninius duomen\u0173 paketus, nes vietov\u0117se, kuriose gausu pauk\u0161\u010di\u0173, signalas da\u017enai b\u016bna silpnas.<\/li>\n<\/ul>\n\n\n<h2>Kod\u0117l dainavimas geriau atpa\u017e\u012fsta \u017emog\u0173 nei nuotrauka?<\/h2>\n<p>Tai nelogi\u0161ka ir kei\u010dia \u0161i\u0173 program\u0117li\u0173 naudojimo b\u016bd\u0105. Vaizd\u0173 atpa\u017einimas priklauso nuo ai\u0161kios judan\u010dio ma\u017eo gyv\u016bno nuotraukos, da\u017enai ap\u0161viesto i\u0161 galo ir esan\u010dio lapijos viduryje. Garso atpa\u017einimas priklauso tik nuo pauk\u0161\u010di\u0173 \u010diulb\u0117jimo.<\/p>\n<p>Be to, dainavimas perteikia daugiau i\u0161skirian\u010dios informacijos nei i\u0161vaizda:<\/p>\n<ul>\n<li><strong>Pana\u0161ios r\u016b\u0161ys dainuoja skirtingai.<\/strong> Pauk\u0161\u010diai, kurie atrodo beveik vienodai, da\u017enai skleid\u017eia labai skirtingus garsus \u2013 taip jie atpa\u017e\u012fsta vienas kit\u0105.<\/li>\n<li><strong>Daina skamba tamsoje ir tankiame mi\u0161ke.<\/strong>, kur ne\u012fmanoma nufotografuoti.<\/li>\n<li><strong>Viename \u012fra\u0161e gali b\u016bti kelios r\u016b\u0161ys.<\/strong> tuo pa\u010diu metu, o programos atsiskiria.<\/li>\n<\/ul>\n<p>Verta \u017einoti apie garso apribojimus: v\u0117jas ir tekantis vanduo labai trikdo aplink\u0105; pauk\u0161t\u012f, kuris skleid\u017eia tik trumpus balsus, sunkiau atpa\u017einti nei pauk\u0161t\u012f, kuris \u010diulba nuosekliai; be to, yra vokalizacijos, kurios skiriasi priklausomai nuo regiono, pavyzd\u017eiui, akcentas, o tai klaidina model\u012f.<\/p>\n\n<h2>Ko programa nepakei\u010dia<\/h2>\n<ul>\n<li><strong>Geografinis kontekstas.<\/strong> Tai pats galingiausias ir da\u017eniausiai ignoruojamas filtras. R\u016b\u0161is, kurios n\u0117ra j\u016bs\u0173 regione, beveik neabejotinai n\u0117ra teisingas atsakymas, kad ir kokia pana\u0161i ji b\u016bt\u0173. Visada nurodykite viet\u0105.<\/li>\n<li><strong>Met\u0173 laikas.<\/strong> Migruojantis pauk\u0161tis pasirodo tik tam tikrais m\u0117nesiais, ir tai arba paneigia, arba patvirtina prielaidas.<\/li>\n<li><strong>Aplinka.<\/strong> \u0160i r\u016b\u0161is, randama tankiuose mi\u0161kuose, nepasirodo atviruose laukuose. Buvein\u0117, kurioje j\u0105 mat\u0117te, yra tvirtas \u012frodymas.<\/li>\n<li><strong>Plunksna, kuri kei\u010diasi.<\/strong> Jaunos patel\u0117s ir patinai gali b\u016bti tokie skirtingi, kad atrodo kaip atskiros r\u016b\u0161ys \u2013 o modelis da\u017enai teisingai atpa\u017e\u012fsta suaugus\u012f patin\u0105, o kitus \u2013 neteisingai.<\/li>\n<li><strong>Pauk\u0161tis nelaisv\u0117je arba pab\u0117g\u0119s<\/strong>, kuris gali atsirasti visi\u0161kai u\u017e savo nat\u016bralaus paplitimo rib\u0173.<\/li>\n<\/ul>\n<p>Nyk\u0161\u010dio taisykl\u0117: <strong>Teigin\u012f traktuokite kaip hipotez\u0119, o ne kaip atsakym\u0105.<\/strong> Pasitarus su regioniniu gidu, atsi\u017evelgiant \u012f \u017einom\u0105 r\u016b\u0161ies paplitim\u0105 ir pasikonsultavus su patyrusiu specialistu, sp\u0117lion\u0117s tampa identifikavimu.<\/p>\n\n<h2>Lauko etika: ko nedaryti norint gauti registracij\u0105.<\/h2>\n<p>\u0160tai kas skiria steb\u0117jim\u0105 nuo trikd\u017ei\u0173, ir verta tai ai\u0161kiai pasakyti:<\/p>\n<ul>\n<li><strong>Nenaudokite pauk\u0161\u010di\u0173 \u010diulb\u0117jimo \u012fra\u0161\u0173 pauk\u0161\u010diams privilioti.<\/strong> \u0160i technika veikia, nes pauk\u0161tis tai suvokia kaip teritorin\u0119 invazij\u0105 ir susiduria su prie\u0161ininku. Tai pakartotinai i\u0161sekina gyv\u016bn\u0105, atima maitinimosi laik\u0105 ir gali priversti j\u012f palikti lizd\u0105. Veisimosi sezono metu ir nykstan\u010di\u0173 r\u016b\u0161i\u0173 atveju tai ypa\u010d \u017ealinga, ir yra apsaugos vienet\u0173, kuriuose \u0161i praktika draud\u017eiama.<\/li>\n<li><strong>Nesiartinkite prie lizdo.<\/strong> \u017dmogaus buvimas vilioja pl\u0117\u0161r\u016bnus paliktais p\u0117dsakais, net ir jums i\u0161vykus.<\/li>\n<li><strong>Nemaitinti<\/strong> Nufotografuoti. Tai pakei\u010dia gyv\u016bno elges\u012f, mityb\u0105 ir pasiskirstym\u0105.<\/li>\n<li><strong>Nenaudokite blykst\u0117s.<\/strong>, ypa\u010d su naktiniais pauk\u0161\u010diais.<\/li>\n<li><strong>B\u016bkite atsarg\u016bs skelbdami tiksli\u0105 savo buvimo viet\u0105.<\/strong> Retos arba nykstan\u010dios r\u016b\u0161ys: informacija pasiekia tuos, kurie jas sugauna neteis\u0117tai prekybai. Kelios registravimo program\u0117l\u0117s leid\u017eia pasl\u0117pti koordinates \u2013 verta jomis naudotis.<\/li>\n<\/ul>\n\n<h2>J\u016bs\u0173 registracija turi mokslin\u0119 vert\u0119.<\/h2>\n<p>Viena detal\u0117, suteikianti \u0161iam pom\u0117giui kitoki\u0105 prasm\u0119: steb\u0117jimo \u012fra\u0161ymo platformos maitina... <strong>duomen\u0173 baz\u0117s, naudojamos tyrimuose ir i\u0161saugojime<\/strong>. \u012era\u0161as su data, vieta, r\u016b\u0161imi ir \u012frodymais \u2013 nuotrauka ar garso \u012fra\u0161u \u2013 tampa paplitimo duomenimis.<\/p>\n<p>Kad J\u016bs\u0173 registracija b\u016bt\u0173 naudinga:<\/p>\n<ol>\n<li>Prane\u0161ti <strong>data, laikas ir vieta<\/strong> su tikslumu.<\/li>\n<li>Prid\u0117ti <strong>\u012frodymai<\/strong>Net ir prasta nuotrauka ar triuk\u0161mingas garsas padeda patvirtinti.<\/li>\n<li>Registruotis <strong>kiek asmen\u0173<\/strong> Mat\u0117te, ne tik r\u016b\u0161\u012f.<\/li>\n<li>Netaisykite identifikacijos \u012f toki\u0105, kokia, j\u016bs\u0173 manymu, \u201ctur\u0117t\u0173 b\u016bti\u201d \u2013 palikite per\u017ei\u016br\u0105 validatoriui.<\/li>\n<li>Taip pat u\u017era\u0161ykite, kas yra \u012fprasta. Da\u017enos r\u016b\u0161ies nebuvimas ar gausumas yra tokia pat naudinga informacija, kaip ir jos retumas.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Da\u017enai u\u017eduodami klausimai<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Ar programos veikia be interneto?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u201eMerlin\u201c veikia, jei pirmiausia atsisiun\u010diate regionin\u012f paket\u0105, atitinkant\u012f vietov\u0119, kurioje steb\u0117site. \u0160iame atsisiuntime yra nuotraukos, garsai ir informaciniai lapai apie r\u016b\u0161is tame regione. Kita vertus, \u012fra\u0161ymo platformos steb\u0117jimus paprastai saugo vietoje ir sinchronizuoja, kai yra ry\u0161ys.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ar jie atpa\u017e\u012fsta Brazilijos r\u016b\u0161is?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Taip, bet nevienodai. Modeliai mokosi i\u0161 to, kas buvo nufotografuota ir u\u017efiksuota, o regionai, kuriuose yra daugiau steb\u0117toj\u0173, generuoja daugiau duomen\u0173. Miesto teritorijose ir gerai apr\u0117ptose vietov\u0117se paplitusios r\u016b\u0161ys pasi\u017eymi geru tikslumu; reti pauk\u0161\u010diai arba tie, kurie gyvena retai lankomose vietov\u0117se, yra ma\u017eiau reprezentuoti.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ar galiu pasitik\u0117ti garsiu atpa\u017einimu tankiame mi\u0161ke?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Su i\u0161lygomis. Au\u0161tant chorui, kai vienu metu gieda kelios r\u016b\u0161ys, modelis link\u0119s i\u0161vardyti kelis kandidatus su ma\u017eu patikimumu. \u012era\u0161ykite trumpas i\u0161traukas kuo ar\u010diau \u0161altinio ir pirmenyb\u0119 teikite momentams, kai bals\u0105 duoda tik vienas pauk\u0161tis.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Kaip, remdamasis savo pasteb\u0117jimais, galiu prisid\u0117ti prie mokslo?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dokumentuodami tai, k\u0105 mat\u0117te, platformose, kurios dalijasi duomenimis su tyr\u0117jais, pvz., \u201eeBird\u201c ir \u201eiNaturalist\u201c, informacijos \u012fra\u0161ymas su datomis, vietov\u0117mis ir prid\u0117tomis nuotraukomis ar garso \u012fra\u0161ais turi reali\u0105 mokslin\u0119 vert\u0119, ypa\u010d regionuose, kuriuose nepakankamai im\u010di\u0173 \u2013 tai yra didel\u0117 Brazilijos dalis.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">I\u0161vada<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pauk\u0161\u010di\u0173 atpa\u017einimo program\u0117l\u0117s yra vienas geriausi\u0173 nauding\u0173 technologij\u0173 pavyzd\u017ei\u0173 j\u016bs\u0173 ki\u0161en\u0117je: nemokamos, pri\u017ei\u016brimos patikim\u0173 institucij\u0173 ir duoda patikrinamus rezultatus. \u201eMerlin\u201c, \u201eeBird\u201c, \u201eBirdNET\u201c ir \u201eiNaturalist\u201c apima atpa\u017einim\u0105, registracij\u0105 ir bendruomen\u0117s per\u017ei\u016br\u0105.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Naudokite juos kaip atspirties ta\u0161k\u0105, o ne kaip galutin\u012f atsakym\u0105. Identifikavimas patvirtinamas derinant gars\u0105, vaizd\u0105, aplink\u0105, elges\u012f ir pasiskirstym\u0105 \u2013 ir b\u016btent \u0161is procesas paver\u010dia smals\u0173 \u017emog\u0173 pauk\u0161\u010di\u0173 steb\u0117toju.<\/p>\n\n\n<h2>Taip pat skaitykite<\/h2>\n<ul>\n<li><a href=\"https:\/\/crismob.com\/lt\/paukstienos-svarstykliu-programele-tiksliam-sverimui-ir-valdymui-mobiliuoju-telefonu\/\">Pauk\u0161tienos svarstykl\u0117s: kaip valdyti partijos svor\u012f naudojant mobil\u0173j\u012f telefon\u0105<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lt\/nemokamos-galviju-sverimo-programeles-1\/\">Nemokamos galvij\u0173 sv\u0117rimo program\u0117l\u0117s: kas nemokama, o kas ne<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lt\/galviju-sverimo-programele-atraskite-nemokamu-irankiu-naudojimo-lauke-privalumus\/\">Galvij\u0173 sv\u0117rimo program\u0117l\u0117: tikrieji privalumai ir mitai apie \u0161i\u0105 srit\u012f<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lt\/free-apps-to-weigh-cats\/\">Kaip pasverti kat\u0119 namuose: tinkamas metodas ir program\u0117l\u0117s vaidmuo<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lt\/programele-katems-fotografuoti\/\">Program\u0117l\u0117 kat\u0117ms fotografuoti: garsai, \u0161viesa ir kas veikia<\/a><\/li>\n<li><a href=\"https:\/\/crismob.com\/lt\/nemokamos-programeles-gyvunu-sverimui\/\">Nemokamos program\u0117l\u0117s gyv\u016bn\u0173 sv\u0117rimui: k\u0105 jos i\u0161 tikr\u0173j\u0173 daro<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Identificar aves com o celular \u00e9 uma das aplica\u00e7\u00f5es de reconhecimento autom\u00e1tico que mais funcionam na pr\u00e1tica. Diferente de outras promessas por a\u00ed, aqui a tecnologia\u2026<\/p>","protected":false},"author":1,"featured_media":94131,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_revidia_rewards_active":"","footnotes":""},"categories":[3,4],"tags":[48,18,53,47,49],"class_list":["post-94130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dicas","category-fotos","tag-android","tag-aplicativo","tag-apligativo-gratis","tag-celular-2","tag-ios"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Aplicativos para Identifica\u00e7\u00e3o de Aves: Como Acertar a Esp\u00e9cie - Crismob<\/title>\n<meta name=\"description\" content=\"Reconhecimento por foto e por canto funciona bem, mas dentro de limites. 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