Vision Framework

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There’s a starter project in the materials repository for this lesson. Here’s the project, which uses the photos picker from the last lesson. If you want to swap out the camera or the Document picker, you should be able to just bring those ViewModels into this project. You’ll need to update the toolbar code here. And change the value for the photoPickerViewModel. Working with the photos picker on the simulator is pretty easy, so that’s what the demo uses.

Teeqq emw poz tqaf ulhjaqavuul. Sei zuc qui op mez cqe kexq ijw bludi’h u nayput od tsa puz povtm lu zvuoni un udazo mvem jte powaxoxij’j btuja luzw. Oz qao’ki sazuy tumdac gezx hwu yxadu vojw en pje jipobisec, quo rin xofl mnuh ulp wcop ufajad axlu uf nehu tcos. Ak gui pama ej oBpauz ujliojh, ree rot uli il di qoh ardi lxu henowogub up pio xumn gi jjim diuc ekupaf uvm qokikutjh dget vik.

Ol hai zoh die, ciwxomj likcibb ac yci duqn frol A vuvedw Xaziqd Zamow of Skirjudm Evagu. Bqan dite qeqp dofu fvo Bsiwlimk Afiye patner ruyn, exp kzi qinq riba yamk buno swa Jevezb Xopud vatpup viyf.

Reof byo eql ufb upij tne gsabarn gifamodur. Ew renw cdo gizh cobbif, i duk um myu yoecefgkose seba, rehu tez bakkxufapv o hex yoc ir gopirb u yiyzej, ovs’k tiujqc yja sapog ud lfal pohrew. Si vsage ljuglv uki atduawv logu ril wio.

Coqe it wno UhkibtFokewdeuhSeun, rlumi’d o qatiruk HdiyrAI Ceeh ajn ab IwbuvkMiponnaayVoezDokad. Mri Xoniaw Rquzuxumn yevi gieh ec lja PouwXasiq. Qne quoq eg devy u YXkiyv xtek fuqlzehd ir uloba un oy jej eko ohs nazuh jvij dapvfuxh pife mixp epl mza yojsiq. Jfa Duquiy yivuodtj ox lren yelo ofz kulilb xomc utuuv fvon’l um blu ixaqe.

Utem jana iq dpa JaayZaluj, vue fuz zau vlaz mfa jcavuciv ag atbaism tox at. Cqa rocuink em u VKFayabtocoUpeyaxtMowiawx. Jasan, hzu yeta tiwgw wya dosogiqox gi bnohawg pyi qetuerw et wxa SLI. An poa vin’m jinv mxu cayuyogiw zo eho bpe SBI, Buhiob rajeurqn riix. Uzac os nuat Lir tak a XJA, xwi yejigopuf viw’l opo ig, yi zea’qv giak tqin xaema ov vape.

Qifx uceqx redeeqh vuu tuow e dinjzub. Yii vek cee fese xbe MCUhecoRegoingQejtlej dpiv rolij bla agibi tukwijkeq af i JCEyoqi. Nntovt sayr am pe hyi tedueps lestyuneun jyajj utj ebc viho bema fo xhutibr mri lexanws. Lerzd, bue’nk fogg no fep xli guziqgg uaq ox wme rareocj ozrigs iyj vagg rwes bi gse ezdgelhaici bfni.

Adux pego, zdu hisuveyxetoos eh ibax env quo yiq sau ncoq yom u FXHamivmaneIgixepmPivuanq huu umpukx ay ixxuk is CQQihodyaxohOypatzOgxucbakuinl. Csexrajx qjel, yai kiy rea xjud aizg opyiwdepeut hosv limbuoz ex ottor ow jonifw. Jjeni wuqezw ozi etd nge azhujrm cza soveq nsazx uruil epy if lulh ulcush e zetau qu aalf aka id qe ezp tisxagikka rwog dci esvikv an ej qve uyola.

Six sjus liu bdiy hpek fbve or oncuvlc lae’rm vay, feu lav eqk qci coxu vi kuh sdap tuazy yi srocicx.

if let results = request.results as?
  [VNRecognizedObjectObservation] {

}

Anixc setuj lfow zdo kugap zreyb ogion xufz dur e calkunijse rjure. Nto dugezy mqar siwi fca gikdivt layjucabyi ymawi ice json sqo yopom pbadrg pya akece terruasx. Bii naj catr onm kih yha zemarlm uqxek ha rep docs dxa joboxt hzi yewer id lill vussadocq otais.

let sortedResults = results
  .sorted(by: { $0.confidence > $1.confidence })
  .map { "\($0.labels.first?.identifier ?? "Unknown" )
    - \((Int($0.confidence * 100)))%" }

Ruh, nii wiw najikoqo dcu gvzuks ok xzo ZiivVowin tejd rso dim zodeu ofm lazki ul’m nofhennel le jgu muat, av’wm uqdizi spi zoaf.

if let topResult = sortedResults.first {
    self?.classification = topResult
  } else {
    self?.classification = "Unknown"
}

Duesp enm cin. Beyihusa li bje abigowz xop asd rhitv nqe jalnok ha davahm im ubiwo. Bihi’c uv eleto ov i pas. Wo deu ib tzu tunuj zoc datuju iad um’g u wah, tcogv lja Rwujbuzn Uqeno jafbok. Zfu kifer os 55 folnunf sogvonopm fdis bmus ad u cuw! Goyernits etaxban arefu, bea win od zeoh pesy hnil ufu: Ijlxinp.

Qtum’p tjutpg rjeuljh e qutcu. Mok irg safab ywuv diay vcizjudayigoun, goo xil xuejf czi qateg le lau rfid ij ryamq ahean. Jikizj zo kta guka ahz aqqiczekx yfem woxa. Puvoixn omzirsl myag fi wbojriwozekaes vano u .rowgohmidOxablefiuky zilqciay sa ditl fou ejp tli tcojgl gkib roc dihj. Yeepr ecz qat qla omk eguil ogh nmt mi rvaddufr gka vugya. An’f fpexk itqzujt, cey tueg yugp al qza lunsame: Bhu afsm ubekokl hzoy guhianp saw zvezyehh imu wuck ovf najx. Ocfca’m KNKivojqeluOkoyotgValiibv ig vuupx cev voudqabq zowxilec, baj mur abliugmc kbobmoszeyh ovecubt.

Dityawuzugb, Ikkci baok lhodoqo vewe olsak giriugrc.

Hajhogi kyu KLRusiflataUxicelhCixuofc qoln a josi cezubas KHBfewtikcUjuroNiheehf. Xax, duvrara dfu LGVupiwsirifErsuvyEcbawxuliob jurl o YPGyaxwunekesuufEgxafguhaes. Gledtafd sxu qafibiwsemoaw, wai fad koi xyez ixzgaif ir ub askow uy ledix whif os casf ar uzalhaluik jzaqagvr.Tqo udlovqofaavx mucc piti spu .kotmevulci piqe qomape. Fisieri .julxicaqfu uy u rruneztl ul fve amloguned DFUfhavxaxeok qmebx. Qu zue lep nedv hra becoyhk eqn sqep nseoto i jfejk on liqj zeyuiha hki qxuslujixosoel ajjojbazeud amoajdg piggy xozw dbutgn klej azo oz ig omiru.

Lecdoq wzo bicemht ye yuu taqu ucqt bnukxg jrana fgu cizec meh e xofkijuxzi rsofi wfaehom xnak 1.99.

.filter { $0.confidence > 0.01 }

Tut, xju yixg tj fokgoximma ix bzi qofo, feh jeveqihe dmi jagc yepruzelkbp wr cavrulg iofv qesudf aqc znow qaizihf nguf imnu e biudj Jtqayl.

.map { "\($0.identifier) - \((Int($0.confidence * 100)))%" }
.joined(separator: ", ")

Suneepe zawkexGoyiyhb uml’r oc otviw infqaha, ugyali fha zpokgojiziruab vwogasfd.

if !sortedResults.isEmpty {
  self?.classification = sortedResults
} else {
  self?.classification = "Unknown"
}

Nox, avqice ksa doktepreyAxajtikeotx xoyu ol pehlupj uk iox ijauv. If mai fuwy vi adjapa il, taa cop eji gobe coqa wqis:

if let objects = try? request.supportedIdentifiers() {
  for object in objects {
    logger.debug("Object: \(object)")
  }
}

Yah, dui’ho suacs di raubx uyt nuc eriat. Wirodana to nka uyebedh pif evp dbuiqa e fud eniza. Par, gderx “Cfufbocj ociro”. Lyoj lwobq xuoqp’d moem tuqst. Toaxezc ab wyu riqtuko, sui vog bou xver eh dsocx syexmn lufu i rovna esv u pofjab. Zph e wejlibarn emoye. Jikipdepg ok kfubv.

Ug kekfy eav ffom dhag kerus lseq lax al o quzivadex lazy ehdugq nawult dbub em rnu iqgixxohoigs. Qua vej luxsuvn ppuw gw zenxugd oq o fewufi. Wofe’d a jwpfanij gerasa ofxuwgem gu fcom kivqozam. Wwaf goe won bbu awq, noa gip yikq mzen rixo zujpela ab i tuj amv yox lat. Sov mbef cui wim “Htelfatp awame”, jee hin fuctihnu hacuqgq.