Chii chaitika
Vatsvagiri vanosuma Lift, Associate, uye Fuse (LAF), chimiro chinotyora 2D-ku-3D hwaro-modhi yekuchinjisa kuita sarudzo shanu: kugadzira humbowo, kubatanidza zvinoonekwa, kuyananisa kupokana, kusanganisa ruzivo, uye kuenderera kana kubvunza nyika. Ivo vanoshandisa odhita protocol yakavakirwa pahurongwa kune 161 masisitimu anowanikwa kuburikidza naAug. 7, 2026.
Iro bepa rinopa Lift, Associate, uye Fuse, kana LAF, seanomiririra-asina kwaakarerekera ekufambisa fungidziro kubva kune maviri-dimensional nheyo modhi kuita matatu-dimensional segmentation. Panzvimbo pekuronga nzira chete nebasa kana kumiririra data, inovaronga vakatenderedza vashanu vashandisi: Gadzira, Batanidza, Yananisa, Fuse, uye Persist/Mubvunzo. Hurongwa hwacho hunoitirwa kujekesa uko humbowo hwemufananidzo hwakadzika, kana zvakacherechedzwa zvichitorwa sechitupa chimwe chete, mabatirwo anoitwa kusawirirana kwesemantic kana granularity, ruzivo rwupi rwunosanganiswa, uye kuti ndeipi nyika inoramba iripo yemibvunzo inotevera. Kutevedzana uku kunopa ongororo nzira inowirirana yekutevera ruzivo kubva kuchizvarwa chayo chekutanga kuburikidza nekushandisa kwayo gare gare.
Chikamu chepakati cheLAF chibvumirano chakajeka cheanoramba achitakura: chimiro chinochengetedza ruzivo rwakatamiswa. Chibvumirano chinobata kutsigirwa kwenzvimbo, semantic state, identity state, kusava nechokwadi, provenance, uye mashandiro anotsigirwa. Bepa rinokumbirawo vanoongorora kuti vaone nhanho yekutanga apo humbowo hwakaraswa hunova husingagoneke. Izvi zvinoita kuti kurasikirwa kweruzivo kusingadzoreki kuve kwakanangana nekuongorora kwete mhedzisiro yehurongwa hwekugadzira. Iyo zvakare inobatanidza iyo yakachengetwa mamiriro kune marudzi ekugadzirisa uye mibvunzo inoramba ichigoneka mushure mekusanganiswa.
Vanyori vanoshandisa LAF seyakarongeka yekuongorora protocol uye vanoishandisa kune 161 masisitimu anowanikwa kuburikidza naAug. 7, 2026. Iyo masisitimu inonongedza point-, field-, Gaussian-, object-, graph-, and memory-based carriers. Iyo abstract inoti inomiririra, yenguva, yehukama, uye yekudyisa-mberi yekushushikana bvunzo yaisada imwe yekuwedzera nhanho yekuongorora mushure mekupedzisira kusimbiswa kwepasi. Inoshuma zvimiro zvina zvinodzokororwa: kushamwaridzana hakungogadzirise kuzivikanwa; mutakuri dhizaini inosarudza zvese zviri zviviri query interface uye muganho wekugadzirisa; rendered-view, native-3D, uye proposal-level ongororo haigone kubatwa seinochinjika; uye mavara akadai sekudzidziswa-yemahara, nguva-chaiyo, yakavhurika-mazwi, uye generalizable inoda nhanho-chaiyo mutengo accounting. Pamwe chete, izvi zvinocherechedzwa zvinogadzira ongororo seyekuongorora yeese ari maviri sisitimu chimiro uye humbowo hunotsigira kugona kwayo kwakashumwa.
Nei zvichikosha
Bepa rinopokana kuti njodzi dzakakosha mu2D-to-3D AI masisitimu anomuka pazvisarudzo zvinogona kurasa humbowo kana kugadzira zvisizvo zvisingaenderane. Hurongwa hwayo hunogona kupa vaongorori nzira yakajairwa yekuenzanisa masisitimu uye kuona uko kugadzirisa kusingaite, kunyangwe sosi yacho isingataure modhi nyowani, kutumirwa, kana kuwanda kwehuwandu hwekuita.
Mupiro unoshanda webepa ishoko rakajairwa rekuongorora masisitimu anosanganisa 2D hwaro-modhi remhedzisiro ine 3D inomiririra. Pasina iwo mazwi, sisitimu inogona kuoneka yakabatana pakubuda kwayo kwekupedzisira ichivanza sarudzo dzisina kugadziriswa nezvekuzivikanwa, nzvimbo yeumboo, kusavimbika, kana kupokana semantic. LAF inonangidzira kutarisisa kune idzo sarudzo dzepakati uye kuti kana chikamu chinotevera chinogona kudzokorora chikanganiso chekutanga. Iko kutarisisa kunogona kuita kuti muganho pakati pechinocherechedzwa mhedzisiro uye inferred system pfuma kuve nyore kuongorora.
Mutakuri anoramba achinyanya kukosha nekuti anosarudza izvo system inogona kubvunza kana kugadzirisa gare gare. A point-based carrier, chinhu-based carrier, uye girafu- kana memory-based carrier inogona kuchengetedza marudzi akasiyana eruzivo, kunyangwe ichitsigira mabasa akafanana emusoro. Iyo pepa dhizaini saka inobatanidza sarudzo dzekumiririra kune inotarisana nemushandisi-mubvunzo kugona uye kumiganhu yekugona kugadzirisa. Icho chinhu chinobatsira dhizaini yekuitira ramangwana AI masisitimu anotarisirwa kududzira kuchinja-mativi matatu-dimensional nharaunda. Inosimbisa kuti chikamu chekupedzisira chega chinogona kusaburitsa ruzivo rwakachengetwa kana kurasika munzira.
Iyo sosi zvakare inoratidza dambudziko rekuongorora. Mhedzisiro inoratidzwa kuburikidza nemaonero akapihwa inogona kusaratidza kuti iyo yepasi inomiririra 3D ndeyechokwadi, ukuwo danho redanho rinogona kuyera kugona kwakasiyana zvakare. Kupatsanura aya mazinga ekuongorora kunogona kuita kuti kuenzanisa kuve neruzivo. Nekudaro, iyo pepa iyi dhizaini uye yekuongorora yekuongorora, kwete humbowo hwekuti LAF pachayo inovandudza segmentation kurongeka, latency, kuchengetedza, kana deployment mhedzisiro. Iyo sosi haipe yakazvimiririra yekusimbisa iyo inoshanda maitiro. Mupiro waro unonyatso kunzwisiswa senzira yekugadzira kuongorora uye kuenzanisa, kwete seyakaratidza kupindira kwekuita.
Interactive Mechanism: Iyo Inonyatsoshanda
Ongorora ari pasi tekinoroji kuseri kwekusimudzira uku uchipindirana.
Which component of an AI application is the machine-learning model itself?
Zvekutarisa zvinotevera
Mubvunzo mukuru wakavhurika ndewekuti LAF inovandudza kuvimbika kana kugona kweiyo chaiyo 3D yekuona masisitimu kana ichishandiswa kupfuura kuongororwa. Rimwezve basa raizoda kuyedza kana iyo yakarongwa yekuongorora protocol inofanotaura kutadza mukushanda kwemaitiro uye kana masisitimu akavakirwa padanho rayo anoita zvirinani pane yakazvimirira ongororo.
Muedzo unotevera une simba: vaongorori vangazoda kushandisa LAF pamwe pavanenge vachigadzira kana kudzokorodza 3D maonero masisitimu, vobva vayera kana ongororo yacho ichiratidza kukundikana uko kwakajairwa kuongororwa. Humbowo hunoshanda hungasanganisira mhedzisiro pamaseti akazvimirira, kuchinja kwezviitiko, maonero akawanda, uye nyaya dzinosanganisira kusazivikanwa kuzivikanwa kana kupokana semantic label. Kwakabva hakupi mhinduro idzodzo. Muedzo une musoro waizoratidzawo kuti ndedzipi nyaya dzakaonekwa dzakakonzera kudzokororwa kwechokwadi uye kana zvidzokororo izvozvo zvakamira pasi pekuongororwa.
Zvikumbiro zvebepa pamusoro pezvikwaniriso zvakaita senge-chaiyo-nguva, yemahara-yemahara, yakavhurika-mazwi, uye generalizable inobvumirawo kunyatsoongorora. LAF inoti mazwi akadai anoreva chete kana akasungirirwa kune imwe nhanho uye yakazara mutengo leja. Mishumo yeramangwana inofanirwa kutaura kuti ndeipi nhanho inotakura computation, kudzidziswa kupi kana kuchinjika kunodiwa, uye kana mutengo uchichinja pakati pe2D nheyo modhi, kushamwaridzana, fusion, uye kuenderera kuchengetedza. Iyi accounting yaizobatsira kusiyanisa chaiyo system system kubva kurondedzero inoshanda kune chimwe chikamu chepombi.
Zvakakosha zvisingazivikanwe zvinoramba zviri pamusoro pekurerwa uye chiyero. Iyo sosi hairatidze yakaburitswa software yekumisikidza, yakamisikidzwa bhenji, kana yekuendesa shamwari. Izvo zvakare hazvitarise kuti maauditor akasiyana anozoshandisa sei protocol, kuti masisitimu e161 akasarudzwa sei, kana kuti chimiro chinovhara nzira dzekutadza kunze kwekumiririrwa kwakanyorwa, zvenguva, hukama, uye mafambiro-mberi kushushikana. Mibvunzo iyoyo ichaona kana LAF ikava nzira yekuongorora inobatsira kana kuti inoramba iri chimbo chekugadzirisa pfungwa. Kushandiswa kweramangwana kuchaenderana nekuberekana, maitiro ekugovaniswa, uye humbowo hwekuti ongororo inoshandura sarudzo mukuita.