Uhlolojikelele
Ukulinganisa ukujula kwe-stereo kuthola kabusha ukuthi izinto zikude kangakanani ngokuqhathanisa ukubukwa kwekhamera okubili okususwe kancane, njengoba kwenza amehlo akho omabili. Ishintsha izithombe eziyisicaba zibe amamephu webanga le-3D amarobhothi, izimoto, namafoni athembele kuwo ukuze aqonde isikhala.
I-Stereo Depth Estimation ingeyokugeleza komsebenzi wokubona ngekhompyutha okuhumusha noma okukhiqiza imidiya ebonakalayo ukuze ihlaziywe, isebenze, futhi isungule.
I-Deep Dive
Ukulinganisa ukujula kwe-stereo kusebenzisa amakhamera amabili aqhelelene ngebanga elingashintshi (isisekelo). Iphuzu elifanayo emhlabeni lihlala ezindaweni ezivundlile ezihluke kancane ezithombeni ezingakwesokunxele nangakwesokudla, futhi lokho kushintsha kubizwa ngokuthi ukungafani. Izinto eziseduze zishintsha kakhulu; abakude abasanyakazi. Ukujula kubalwa njengokuthi (ubude obugxile x isisekelo) / ukungafani, ngakho ukujula nokungafani kuhlobene ngokuphambene. Ingxenye eqinile ifanisa amaphikseli phakathi kwezithombe ezimbili, ikakhulukazi ezindongeni ezingenalutho, amaphethini aphindayo, noma izindawo ezikhanyayo lapho amaphikseli amaningi abukeka efana. Izindlela zakudala ezifana nokuskena kwe-Semi-Global Matching kuma-scanline, kuyilapho amanethiwekhi ajulile esimanje njenge-PSMNet ne-RAFT-Stereo efunda izici ezinothile futhi ecwenga ukungafani ngokuphindaphindiwe, akhiqiza ukujula okuminyene, okunembile ngisho nasezifundeni ezinobuqili.
I-Technical Insight
Zombili izithombe ziqale zilungiswe ukuze amaphuzu afanayo alale emugqeni ofanayo ovundlile, okwehlisa ukusesha kube wubukhulu obubodwa. Ivolumu yezindleko yakhiwa ngokuhlola ukungalingani kwekhandidethi ngalinye kuwo wonke amaphikseli, kukalwa ukuthi izici kwesokunxele nesokudla zivumelana kangakanani. Amanethiwekhi ahlanganisa le volumu ngokuguquguquka kwe-3D noma izibuyekezo eziqhubekayo, bese ethatha i-soft-argmin phezu kokungafani ukuze athole ukunemba kwe-sub-pixel. Ubudlelwano obuphambene phakathi kokungafani nokujula busho ukuthi ukujula okukude kunomsindo ngokwemvelo kunokujula okuseduze.
I-Mastering Stereo Depth Estimation
Ukulinganisa ukujula kwe-stereo kuthola kabusha ukuthi izinto zikude kangakanani ngokuqhathanisa ukubukwa kwekhamera okubili okususwe kancane, njengoba kwenza amehlo akho omabili. Ishintsha izithombe eziyisicaba zibe amamephu webanga le-3D amarobhothi, izimoto, namafoni athembele kuwo ukuze aqonde isikhala. I-Stereo Depth Estimation ingeyokugeleza komsebenzi wokubona ngekhompyutha okuhumusha noma okukhiqiza imidiya ebonakalayo ukuze ihlaziywe, isebenze, futhi isungule. Ukuze wakhe ukuqonda okujulile, phatha i-Stereo Depth Estimation njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela efiselekayo, ucacise ukucabanga, futhi uhlukanise lokho isistimu engakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa ukunemba kwebhalansi ye-Stereo Depth Estimation namaqiniso okusebenza njengekhwalithi yedatha, ukuhluka kokukhanya, nokuvumelana kwamalebula. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
I-Visual AI ingakwazi ukuhlola, ukutholwa, nokumaka imisebenzi esikalini. Ngesikhathi esifanayo, amalungelo ezithombe kanye nemvume kungaba ubungozi bomthetho uma ukutholakala kungacacile. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
I-Visual AI ingakwazi ukuhlola, ukutholwa, nokumaka imisebenzi esikalini.
I-Visual AI ingakwazi ukuhlola, ukutholwa, nokumaka imisebenzi esikalini. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Amathimba aqanjiwe angakwazi ukulinganisa imiqondo ngokushesha ngezibuyekezo ezimbalwa ezenziwa mathupha.
Amathimba aqanjiwe angakwazi ukulinganisa imiqondo ngokushesha ngezibuyekezo ezimbalwa ezenziwa mathupha. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Imisebenzi ingasebenzisa amasiginali wesithombe nawevidiyo obekunzima ukuwenza ngaphambilini.
Imisebenzi ingasebenzisa amasiginali wesithombe nawevidiyo obekunzima ukuwenza ngaphambilini. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
Amasistimu okuzishayela nawe asiza umshayeli asebenzisa amakhamera e-stereo ukukala ibanga lezimoto, abahamba ngezinyawo, nama-curbs ekubhulekini nasekugcineni umzila.
Amarobhothi e-warehouse nawezolimo akha amamephu e-3D ukuze abambe izinto, agweme izithiyo, futhi athathe izithelo ekujuleni okulungile.
Amahedisethi e-AR/VR afana namadivayisi okudlulisa amehlo alinganisela i-geometry yegumbi ukuze izinto ezibonakalayo zihlale kahle ezindaweni zangempela.
Ama-Mars rover (isb., Perseverance) asebenzisa amakhamera e-stereo navigation ukuze ahlele izindlela eziphephile endaweni enamatshe ngaphandle kwe-GPS.
Amaphethini Okusebenzisa
Ukulinganisa Ukujula Kwe-Stereo kuyasebenza
Amasistimu okuzishayela nawe asiza umshayeli asebenzisa amakhamera e-stereo ukukala ibanga lezimoto, abahamba ngezinyawo, nama-curbs ekubhulekini nasekugcineni umzila.
Izinhlelo ezizishayelayo nezisiza abashayeli zisebenzisa amakhamera e-stereo ukukala ibanga lezimoto, abahamba ngezinyawo, kanye nama-curbs amabhuleki kanye nokugcina umzila Amathimba ngokuvamile athola imiphumela engcono uma echaza imingcele yekhwalithi ngaphambili, agcine indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Ukulinganisa Ukujula Kwe-Stereo kuyasebenza
Amarobhothi e-warehouse nawezolimo akha amamephu e-3D ukuze abambe izinto, agweme izithiyo, futhi athathe izithelo ekujuleni okulungile.
Amarobhothi e-warehouse nawezolimo akha amamephu e-3D ukuze abambe izinto, agweme izithiyo, futhi athathe izithelo ekujuleni okulungile Amaqembu ngokuvamile athola imiphumela engcono lapho echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Ukulinganisa Ukujula Kwe-Stereo kuyasebenza
Amahedisethi e-AR/VR afana namadivayisi okudlulisa amehlo alinganisela i-geometry yegumbi ukuze izinto ezibonakalayo zihlale kahle ezindaweni zangempela.
Amahedisethi e-AR/VR afana namadivayisi okudlulisa amehlo alinganisela ijiyomethri yegumbi ukuze izinto ezibonakalayo zihlale ngendlela efanele ezindaweni zangempela Amaqembu ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, agcine indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Ukulinganisa Ukujula Kwe-Stereo kuyasebenza
Ama-Mars rover (isb., Perseverance) asebenzisa amakhamera e-stereo navigation ukuze ahlele izindlela eziphephile endaweni enamatshe ngaphandle kwe-GPS.
Ama-Mars rover (isb., Perseverance) asebenzisa amakhamera okuzulazula e-stereo ukuze ahlele izindlela eziphephile endaweni enamadwala ngaphandle Kwamathimba e-GPS ngokuvamile athola imiphumela engcono lapho echaza imingcele yekhwalithi ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Amalungelo ezithombe kanye nemvume kungaba ubungozi bezomthetho uma ukuvela kungacacile.
Ukusebenza kwemodeli kungahluka kukho konke ukukhanya, izibalo zabantu, kanye nezindawo.
Okuhle okungelona iqiniso kungase kungabonakali ngaphandle uma izinga lokuzethemba liqashelwa.
Ukuqalisa Umhlahlandlela
Chaza indlela yokwamukela yokunemba, ukukhumbula, nezindleko zamaphutha.
Chaza indlela yokwamukela yokunemba, ukukhumbula, nezindleko zamaphutha. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Hlola ngedatha efana nezimo zangempela zokukhiqiza.
Hlola ngedatha efana nezimo zangempela zokukhiqiza. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Engeza isibuyekezo somuntu ukuze uthole ukuzethemba okuphansi noma izibikezelo zomthelela omkhulu.
Engeza isibuyekezo somuntu ukuze uthole ukuzethemba okuphansi noma izibikezelo zomthelela omkhulu. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Landelela ukukhukhuleka kwemodeli bese uqinisekisa kabusha ngemva kwezinguquko zekhamera noma zesethi yedatha.
Landelela ukukhukhuleka kwemodeli bese uqinisekisa kabusha ngemva kwezinguquko zekhamera noma zesethi yedatha. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.