Ofufuza a Microsoft apanga dongosolo lanzeru lochita kupanga lomwe limatha kupanga mawu ofotokozera omwe, nthawi zambiri, amakhala olondola kuposa momwe amafotokozera anthu. Kupambanaku ndi chizindikiro chofunikira kwambiri pakudzipereka kwa Microsoft popanga zinthu ndi ntchito zake kuphatikiza komanso kupezeka kwa ogwiritsa ntchito onse.
"Mafotokozedwe azithunzi ndi imodzi mwa ntchito zazikulu za masomphenya apakompyuta, zomwe zimathandizira mautumiki osiyanasiyana," adatero Xuedong Huang (), mnzake waukadaulo wa Microsoft komanso wamkulu waukadaulo wa Azure AI Cognitive Services ku Redmond, Washington.
Mtundu watsopanowu tsopano ukupezeka kwa ogula kudzera pa Computer Vision pa , yomwe ili gawo la Azure AI, ndipo imalola otukula kugwiritsa ntchito lusoli kuti apititse patsogolo kupezeka kwa ntchito zawo. Ikuphatikizidwanso mu pulogalamu ya Seeing AI ndipo idzakhazikitsidwa kumapeto kwa chaka chino mu Microsoft Word ndi Outlook ya Windows ndi Mac, komanso PowerPoint ya Windows, Mac ndi intaneti.
Kufotokozera zokha kumathandiza ogwiritsa ntchito kupeza zofunikira pa chithunzi chilichonse, kaya ndi chithunzi chomwe chabwezedwa muzotsatira zakusaka kapena chithunzi chowonetsera.
"Kugwiritsa ntchito mawu ofotokozera omwe amafotokoza zomwe zili pazithunzi (zotchedwa zina kapena zolemba zina) pamasamba ndi zolemba ndizofunikira kwambiri kwa anthu omwe ali akhungu kapena osawona bwino," adatero Saqib Sheikh.), woyang'anira mapulogalamu mu gulu la Microsoft la AI Platforms ku Redmond.
Mwachitsanzo, gulu lake likugwiritsa ntchito kafotokozedwe kazithunzi kabwino ka pulogalamuyi kwa anthu akhungu ndi opuwala , yomwe imazindikira zomwe kamera ikujambula ndikulankhula za izo. Pulogalamuyi imagwiritsa ntchito mawu ofotokozera opangidwa pofotokozera zithunzi, kuphatikiza pamasamba ochezera.
"Choyenera, aliyense awonjezere zolemba pazithunzi zonse, pa intaneti, ndi pamasamba ochezera, chifukwa izi zimalola anthu akhungu kupeza zomwe zili ndikutenga nawo gawo pazokambirana. Koma, tsoka, anthu sachita izi, "akutero Sheikh. "Komabe, pali mapulogalamu angapo omwe amagwiritsa ntchito malongosoledwe azithunzi kuti awonjezere zolemba zina pomwe palibe."
Lijuan Wang, manejala wamkulu wofufuza ku Microsoft's Redmond lab, adatsogolera gulu lofufuza lomwe lidapeza zotsatira zabwino ngati za anthu. Chithunzi: Dan DeLong.
Kufotokozera za zinthu zatsopano
"Mafotokozedwe azithunzi ndi imodzi mwa ntchito zazikulu za masomphenya apakompyuta, zomwe zimafuna dongosolo lanzeru lochita kupanga kuti limvetsetse ndikufotokozera zomwe zili pachithunzichi," adatero Lijuan Wang (), woyang'anira kafukufuku wamkulu ku Microsoft's Redmond lab.
"Muyenera kumvetsetsa zomwe zikuchitika, kuzindikira kuti pali maubwenzi otani pakati pa zinthu ndi zochita, ndiyeno fotokozani mwachidule ndi kufotokoza zonse m'chiganizo m'chinenero chomveka bwino cha anthu," adatero.
Wang adatsogolera gulu lofufuza lomwe lidapanga benchmark (zolemba zazinthu zatsopano pamlingo waukulu, kufotokozera kwakukulu kwa zinthu zatsopano) adapeza zotsatira zofananira ndi anthu ndikuziposa. Kuyesaku kumayang'ana momwe machitidwe a AI amapangira mafotokozedwe azinthu zomwe sizili gawo la deta yomwe chitsanzocho chinaphunzitsidwa.
Kawirikawiri, machitidwe ofotokozera zithunzi amaphunzitsidwa pamagulu a data omwe ali ndi zithunzi zotsatizana ndi malemba a zithunzizi, ndiko kuti, pamaseti a zithunzi zolembedwa.
"Kuyesa kwa nocaps kumasonyeza momwe dongosololi lingathe kufotokozera zinthu zatsopano zomwe sizipezeka muzofukufuku," anatero Wang.
Kuti athetse vutoli, gulu la Microsoft lidaphunzitsa kale chitsanzo chachikulu cha AI pa dataset yaikulu yomwe ili ndi zithunzi zokhala ndi mawu, zomwe zimagwirizanitsidwa ndi chinthu china mu fano.
Zinali zogwira mtima kupanga zithunzi zokhala ndi ma tag a mawu m'malo mwa mawu ofotokozera, zomwe zinapangitsa gulu la Wang kudyetsa deta yambiri mu chitsanzo chawo. Njirayi idapereka chitsanzo chomwe gululo limachitcha mawu owoneka.
Monga momwe Huang adafotokozera, njira yowonetsera mawu asanayambe kuphunzitsa ndi yofanana ndi kukonzekera ana kuti awerenge: Choyamba, buku lachithunzi limagwiritsidwa ntchito momwe mawu amodzi amagwirizanitsidwa ndi zithunzi, mwachitsanzo, pansi pa chithunzi cha apulo akuti "apulo" ndi pansi pa chithunzi cha mphaka mawu akuti "mphaka".
"Kuphunzitsidwa koyambirira kumeneku kokhala ndi dikishonale yowona ndiye maphunziro oyamba omwe amafunikira pakuphunzitsa dongosolo. Umu ndi momwe timayesera kupanga kukumbukira kwamagalimoto, "adatero Huang.
Chitsanzo chophunzitsidwa kale chimakonzedwanso pogwiritsa ntchito deta yomwe ili ndi zithunzi zojambulidwa. Panthawi yophunzitsira iyi, chitsanzo chimaphunzira kupanga ziganizo. Ngati chithunzi chikuwoneka chokhala ndi zinthu zatsopano, dongosolo la AI limagwiritsa ntchito dikishonale yowoneka kuti ipange mafotokozedwe olondola.
"Kuti athane ndi zinthu zatsopano panthawi yoyesedwa, dongosololi limagwirizanitsa zomwe linaphunzira panthawi yophunzitsidwa komanso panthawi ya chitukuko," anatero Wang.
Malinga ndi zotsatira Ikawunikiridwa pamayeso a nocaps, dongosolo la AI ββlidapanga mafotokozedwe omveka komanso olondola kuposa momwe anthu amachitira pazithunzi zomwezo.
Kusintha kwachangu kupita kumalo ogwirira ntchito
Mwa zina, mawonekedwe atsopano ofotokozera zithunzi ndi abwino kuwirikiza kawiri kuposa mtundu womwe umagwiritsidwa ntchito pazogulitsa ndi ntchito za Microsoft kuyambira 2015, malinga ndi benchmark ina yamakampani.
Poganizira zaubwino womwe onse ogwiritsa ntchito ndi ntchito za Microsoft adzalandira kuchokera pakuwongolera uku, Huang wathandizira kuphatikiza mtundu watsopanowu kumalo apakompyuta a Azure.
"Tikutenga luso la AI kupita ku Azure ngati nsanja yotumizira makasitomala ambiri," adatero. "Ndipo uku ndikupambana osati mu kafukufuku wokha. Nthawi yomwe idatenga kuti aphatikizepo izi m'malo opangira Azure inalinso yopambana. β
Huang adawonjezeranso kuti kupeza zotsatira zonga anthu kumapitilira mchitidwe womwe wakhazikitsidwa kale mu Microsoft's cognitive intelligence system.
"Pazaka zisanu zapitazi, tapeza zotsatira za anthu m'magawo akulu asanu: kuzindikira zolankhula, kumasulira kwamakina, kuyankha mafunso, kuwerenga pamakina komanso kumvetsetsa mawu, komanso mu 2020, ngakhale kuti ali ndi COVID-19, malongosoledwe azithunzi" adatero Juan.
Mwa mutu
- Pitani patsamba kuti mudziwe zambiri za masomphenya apakompyuta ()
- Werengani nkhaniyi
Fananizani zotsatira za mafotokozedwe azithunzi zomwe dongosololi lidapereka kale komanso tsopano pogwiritsa ntchito AI
Chithunzi chochokera ku library ya Getty Images. Kufotokozera m'mbuyomu: Kuyandikira kwa munthu akuphika galu wowotcha pa bolodi. Kufotokozera kwatsopano: Munthu amapanga mkate.
Chithunzi chochokera ku library ya Getty Images. Mafotokozedwe am'mbuyo: Mwamuna amakhala dzuwa litalowa. Kufotokozera kwatsopano: Bonfire pagombe.
Chithunzi chochokera ku library ya Getty Images. Kufotokozera m'mbuyomu: Mwamuna wovala malaya abuluu. Kufotokozera kwatsopano: Anthu angapo ovala masks opangira opaleshoni.
Chithunzi chochokera ku library ya Getty Images. Malongosoledwe am'mbuyomu: bambo pa skateboard amawulukira khoma. Kufotokozera kwatsopano: Wosewera mpira wamba agwira mpira.
Source: www.habr.com