- Kuwukira kumabisa maupangiri osawoneka a multimodal muzithunzi zomwe, zikayikidwa pa Gemini, zimachita popanda chenjezo.
- Vector imathandizira kukonzanso zithunzi (224x224/512x512) ndikuyambitsa zida ngati Zapier kutulutsa deta.
- Oyandikana nawo apafupi, ma bilinear, ndi ma algorithms a bicubic ali pachiwopsezo; chida cha Anamorpher chimawalola kubayidwa.
- Akatswiri amalangiza kupewa kutsika, kuwoneratu zomwe zalowa, komanso kufuna kutsimikizira musanachite zinthu zovuta.
Gulu la ofufuza lalemba njira yolowera yokhoza kuba zambiri zanu polowetsa malangizo obisika muzithunziMafayilowa akayikidwa pamakina amitundu yambiri ngati Gemini, kuwongolera kodziwikiratu kumayambitsa malamulowo, ndipo AI imawatsata ngati kuti ndi yovomerezeka.
Kupeza, komwe kunanenedwa ndi The Trail of Bits, kumakhudza malo opangira. monga Gemini CLI, Vertex AI Studio, Gemini API, Google Assistant kapena GensparkGoogle yavomereza kuti izi ndizovuta kwambiri pamakampani, popanda umboni wogwiritsa ntchito zochitika zenizeni mpaka pano. Kusatetezekaku kudanenedwa mwachinsinsi kudzera mu pulogalamu ya 0Din ya Mozilla.
Momwe chiwonetsero cha makulitsidwe azithunzi chimagwirira ntchito
Mfungulo ili mu gawo lowunikiratu: mapaipi ambiri a AI Sinthani kukula kwazithunzi kuti zikhale zovomerezeka (224×224 kapena 512×512)M'malo mwake, chitsanzocho sichiwona fayilo yoyambirira, koma mtundu wocheperako, ndipo ndipamene zoyipa zimawululidwa.
Owukira amalowetsa Maupangiri a Multimodal obisika ndi ma watermark osawoneka, nthawi zambiri m'madera amdima a chithunzi. Pamene ma aligorivimu okwera amathamanga, machitidwewa amatuluka ndipo chitsanzocho chimawatanthauzira ngati malangizo ovomerezeka, omwe angapangitse zochita zosafunikira.
Mu mayesero olamulidwa, ofufuza anakwanitsa Chotsani data kuchokera ku Google Calendar ndikutumiza ku imelo yakunja popanda chitsimikizo cha ogwiritsa. Kuphatikiza apo, njirazi zimalumikizana ndi banja la jekeseni mwachangu zasonyezedwa kale mu zida zogwirira ntchito (monga Claude Code kapena OpenAI Codex), wokhoza kutulutsa zambiri kapena kuyambitsa zochita zokha kugwiritsa ntchito njira zosatetezeka.
Vector yogawa ndi yayikulu: chithunzi patsamba, meme yogawana pa WhatsApp kapena a kampeni yachinyengo akhoza Yambitsani kufulumira pofunsa AI kuti akonze zomwe ziliNdikofunikira kutsindika kuti kuwukirako kumachitika pamene payipi ya AI ikuchita makulitsidwe asanaunike; kuyang'ana chithunzicho popanda kudutsa sitepe imeneyo sikuyambitsa.
Chifukwa chake, chiwopsezocho chimakhazikika pakuyenda komwe AI imatha kupeza zida zolumikizidwa (mwachitsanzo, tumizani maimelo, onani makalendala kapena gwiritsani ntchito ma API): Ngati palibe zodzitetezera, zimachita popanda kulowererapo kwa ogwiritsa ntchito.
Ma algorithms osatetezeka komanso zida zomwe zikuphatikizidwa
Kuukira kumagwiritsa ntchito ma algorithms ena kanikizani zidziwitso zokwezeka kwambiri kukhala ma pixel ochepa pochepetsa: kutanthauzira kwapafupi kwa oyandikana nawo, kumasulira kwamitundu iwiri, ndi kumasulira kwa ma bicubic. Iliyonse imafunikira njira yoyikira yosiyana kuti uthengawo upitirire kukula.
Kuti muyike malangizowa chida chotsegula chagwiritsidwa ntchito Anamorpher, opangidwa kuti alowetse zidziwitso muzithunzi kutengera chandamale makulitsidwe algorithm ndikuwabisa munjira zobisika. Kukonzekera kwazithunzi za AI kenako kumawulula.
Chidziwitsocho chikawululidwa, chitsanzocho chikhoza yambitsani zophatikiza ngati Zapier (kapena ntchito zofanana ndi IFTTT) ndi zochita za unyolo: kusonkhanitsa deta, kutumiza maimelo kapena kulumikizana ndi anthu ena, zonse mkati mwamayendedwe owoneka bwino.
Mwachidule, uku sikungolephera kwapadera kwa wothandizira, koma a kufooka kwachipangidwe pakugwiritsa ntchito zithunzi zojambulidwa mkati mwa mapaipi a multimodal omwe amaphatikiza zolemba, masomphenya, ndi zida.
Njira zochepetsera komanso machitidwe abwino
Ofufuza amavomereza pewani kutsitsa ngati kuli kotheka ndipo m'malo mwake, malire katundu miyeso. Pamene makulitsidwe kuli kofunikira, m'pofunika kuphatikiza a chithunzithunzi cha zomwe chitsanzocho chidzawona, komanso mu zida za CLI ndi mu API, ndikugwiritsa ntchito zida zodziwira monga Google SynthID.
Pa mlingo wa mapangidwe, chitetezo cholimba kwambiri ndi kupyolera machitidwe achitetezo ndi kuwongolera mwadongosolo motsutsana ndi jekeseni wa uthenga: palibe zomwe zili mu chithunzi zomwe ziyenera kuyambitsa Kuyimbira ku zida zodziwikiratu popanda kutsimikizira ya wogwiritsa ntchito.
Pa mlingo wa ntchito, ndi wanzeru Pewani kukweza zithunzi zosadziwika kwa Gemini ndikuwunikanso mosamala zilolezo zoperekedwa kwa wothandizira kapena mapulogalamu (kufikira maimelo, kalendala, zosintha, ndi zina). Zolepheretsa izi zimachepetsa kwambiri zomwe zingatheke.
Kwa magulu aukadaulo, ndikofunikira kuwunika ma multimodal preprocessing, kuumitsa sandbox, ndi mbiri / chenjezo pamachitidwe odabwitsa kutsegula chida pambuyo posanthula zithunzi. Izi zimakwaniritsa chitetezo chamagulu.
Chilichonse chimalozera ku mfundo yomwe tikukumana nayo mtundu wina wa jakisoni wofulumira Imayikidwa pamakanema owonera. Ndi njira zodzitetezera, kutsimikizira zolowera, ndi zitsimikizo zovomerezeka, malire akugwiritsa ntchito amachepetsedwa ndipo chiwopsezo chimakhala chochepa kwa ogwiritsa ntchito ndi mabizinesi.
Kafukufukuyu amayang'ana kwambiri malo osawona mumitundu yama multimodal: Kukweza zithunzi kumatha kukhala vekitala yowukira Ngati sichoncho, kumvetsetsa momwe zolowetsa zimakonzedweratu, kuchepetsa zilolezo, ndi kufuna kutsimikizira musanayambe kuchitapo kanthu kungapangitse kusiyana pakati pa chithunzithunzi ndi njira yolowera deta yanu.
Ndine wokonda zaukadaulo yemwe wasandutsa zokonda zake za "geek" kukhala ntchito. Ndakhala zaka zoposa 10 za moyo wanga ndikugwiritsa ntchito ukadaulo wotsogola komanso kusewera ndi mitundu yonse yamapulogalamu chifukwa cha chidwi chenicheni. Panopa ndaphunzira luso la pakompyuta komanso masewera a pakompyuta. Izi zili choncho chifukwa kwa zaka zoposa 5 ndakhala ndikulembera mawebusaiti osiyanasiyana pa teknoloji ndi masewera a pakompyuta, ndikupanga nkhani zomwe zimafuna kukupatsani zambiri zomwe mukufunikira m'chinenero chomwe chimamveka kwa aliyense.
Ngati muli ndi mafunso, chidziwitso changa chimachokera ku chilichonse chokhudzana ndi makina opangira Windows komanso Android pama foni am'manja. Ndipo kudzipereka kwanga ndi kwa inu, nthawi zonse ndimakhala wokonzeka kuthera mphindi zochepa ndikukuthandizani kuthetsa mafunso aliwonse omwe mungakhale nawo pa intaneti.