Tshawb nrhiav seb koj dhuav koj Instagram selfies li cas
Tshawb nrhiav seb koj dhuav koj Instagram selfies li cas
Anonim

Kev xav dav dav rau kev yees duab txhua yam thiab txhua tus tau coj mus rau qhov tseeb tias qhov kev nyiam ntawm Instagram tau loj hlob tas li, thiab peb coob tus tau txhawj xeeb nrog cov lus nug ntawm yuav ua li cas thiaj li tau txais kev nyiam ntau dua. Cov kws tshawb fawb los ntawm Massachusetts Institute of Technology (zoo, leej twg, yog tias tsis yog lawv) txawm tsim ib qho tshwj xeeb algorithm los pab teb cov lus nug no.

Tshawb nrhiav seb koj dhuav koj Instagram selfies li cas
Tshawb nrhiav seb koj dhuav koj Instagram selfies li cas

Nws tsis yog tsuas yog selfies xwb, tau kawg - nws yog hais txog txhua qhov pom. Raws li kev tshawb fawb los ntawm ib pab pawg kws tshawb fawb los ntawm Massachusetts Institute of Technology, tau tsim ib qho tshwj xeeb algorithm uas tso cai rau koj los txiav txim siab seb koj daim duab yuav nco npaum li cas. Qhov ntawd yog, nws pab kwv yees seb cov neeg yuav nco qab lossis tsis nco qab koj daim duab li cas. Yog tias koj xav paub ntau npaum li cas koj cov duab tshwj xeeb, ces koj tuaj yeem tshawb xyuas nws ntawm no.

Yuav ua li cas lub algorithm ua haujlwm

Ob peb vib nas this tom qab daim duab tau muab tso rau hauv qhov chaw, koj yuav pom ib yam dab tsi zoo li daim duab tshav kub tshwm rau saum nws. Nws qhia tau hais tias cov cheeb tsam uas lub algorithm suav hais tias yog qhov feem ntau thiab tsis tshua nyiam. Cov xim sov qhia txog cov khoom uas tsim nyog rau kev saib xyuas, xim txias - cov uas tsis tshua nyiam. Raws li kev tshawb fawb, qhov algorithm no pom cov duab ze li sai tau rau tus neeg nyob yuav ntsuas lawv li cas.

Tshawb nrhiav seb koj dhuav npaum li cas koj Instagram selfies yog - tshwj xeeb algorithm
Tshawb nrhiav seb koj dhuav npaum li cas koj Instagram selfies yog - tshwj xeeb algorithm

Tsis tas li ntawd, cov nplai thiab cov lej tau muab tso rau hauv qab daim duab. Piv txwv li, yog tias ib daim duab muaj qhov cim nco txog ntawm 0.91, qhov no txhais tau tias 91% ntawm cov neeg uas saib nws yuav nco qab daim duab rau lwm 100 vib nas this tom qab saib nws. Yog tias koj xav tias qhov no tsis ntev, tsuas yog xav txog qhov ceev npaum li cas peb feem ntau saib peb cov khoom noj hauv kev sib raug zoo.

Kev siv tswv yim

Lub algorithm ua rau nws muaj peev xwm txhim kho kev nkag siab ntawm tib neeg pom thiab ua cov ntaub ntawv pom, nrog rau kawm paub tias cov ntaub ntawv no cuam tshuam li cas rau kev nco. Lub algorithm yog qhov muaj txiaj ntsig vim nws tso cai rau koj nkag siab cov ntaub ntawv twg tseem ceeb dua rau tib neeg thiab qhov uas lawv yuav tsis nco qab tam sim ntawd. Qhov no zoo ib yam li kev siv cov pab pawg ua kom pom tseeb, uas qhia koj tias hom tshuaj tiv thaiv ib qho duab yuav ua li cas.

Thaum lub sij hawm kev tshawb fawb uas tau ua nyob rau theem ntawm kev tsim cov algorithm, cov kws tshawb fawb tau ua ib qho kev xav zoo uas ua rau lub teeb pom kev ntawm tib neeg kev nco. Lawv xav tsis thoob tias nws yuav zoo li cas los qhia tib neeg tsuas yog cov duab nrog lub cim nco txog siab. Puas yuav muaj ib tug tsis nco qab lawm? Nws muab tawm tias tsis yog, thiab qhov no tsuas yog txhais tau tias yog tias koj txuas ntxiv ua haujlwm ntawm qhov teeb meem no, tom qab ntawd yav tom ntej yuav muaj lub sijhawm los txhim kho tib neeg kev nco.

Yog tias koj xav txog qhov laj thawj loj rau qhov xav tau ntawm cov txheej txheem zoo li no, ces koj yuav tsum tsis txhob hnov qab txog nws cov txiaj ntsig zoo rau cov neeg lag luam, cov neeg ua yeeb yaj kiab, thiab cov neeg uas muaj kev sib txuas nrog cov txheej txheem kev kawm. Lub algorithm yuav pab txhim kho qhov cuam tshuam ntawm cov ntaub ntawv pom thiab txhim kho cov kev qhia zoo. Yog hais tias peb tham txog cov tshuaj, ces cov developers ntawm lub algorithm xav txog yuav ua li cas nws yuav pab tau kev noj qab haus huv: piv txwv li, kuaj mob nco lapses los yog txheeb xyuas cov kab mob tshwj xeeb uas siv lub heatmap.

Kev npaj rau yav tom ntej

Pab pawg University of Massachusetts npaj yuav tsim ib daim ntawv thov tshwj xeeb nyob rau yav tom ntej uas yuav ua rau kev siv cov algorithm yooj yim dua rau cov neeg siv. Lawv yuav tuaj yeem txhim kho lawv cov duab zoo thiab ua rau muaj kev cuam tshuam rau lwm tus neeg siv lub lim dej tshwj xeeb. Nws yuav tsis yog npaj rau retouch ib yam dab tsi ntawm daim duab, tab sis ua kom daim duab nco ntau dua. Tsis tas li ntawd, lub lim yuav pab qoob loo cov chaw uas nyiam tshaj plaws.

Tsis tas li ntawd, cov neeg tsim khoom muaj lub tswv yim los ua kom nyuaj rau cov algorithm kom nws tus kheej tshem tawm qhov tsis txaus ntseeg ntawm cov duab. Tab sis nws tseem ntxov dhau los tham txog qhov no, vim tsis muaj leej twg tuaj yeem lav tias cov duab tso zis yuav tsis zoo li daim duab ua tsis zoo hauv Photoshop.

Txog tam sim no, cov algorithm muaj qee qhov tsis zoo, vim nws tsis tuaj yeem paub txhua yam khoom siv pom. Nws tsis ua haujlwm zoo nrog hom duab uas nws tsis tau ntsib ua ntej. Piv txwv li, tam sim no nws ua haujlwm zoo dua nrog cov khoom "nyob" thiab tsis paub yuav ua li cas paub txog lub logo thiab cov cim. Qhov no yog qhov uas cov kws tshawb fawb xav tsom mus rau yav tom ntej nyob ze txhawm rau txhim kho cov algorithm. Raws li tau hais los saum no, qhov no yuav muaj txiaj ntsig zoo rau kev txhim kho kev lag luam.

Kawg thiab feem ntau nthuav

Nyob rau hauv chav kawm ntawm kev tshawb fawb, nws tau pom tias lub ntsej muag thiab lub cev lub cev yog qhov nco qab rau tib neeg ntau dua li cov duab paub daws teeb lossis cov toj roob hauv pes. Cov ntug hiav txwv dej, hnub poob thiab cov duab tswv yim zoo li ploj ntawm lub cim xeeb sai sai.

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