Uhlolojikelele
Ukulinganisa ukuma komuntu kuthola ukuma kwamalunga omzimba, njengezindololwane, amadolo, namahlombe, ukuze kwakhiwe uhlaka lwamathambo edijithali lomuntu ezithombeni noma kuvidiyo. Ishintsha amaphikseli angahluziwe abe yidatha ehlelekile mayelana nokuthi abantu banyakaza kanjani.
I-Human Pose Estimation ingeyokugeleza komsebenzi okubonwa ngekhompyutha okuhumusha noma okukhiqiza imidiya ebonakalayo ukuze ihlaziywe, isebenze, futhi isungulwe.
I-Deep Dive
Ukulinganisa kokuma kuthola isethi yamaphoyinti angukhiye omzimba (ngokuvamile amalunga angu-17 kuya kwangu-33) futhi kuwaxhuma kuhlaka lwamathambo. Amasu amabili amakhulu akhona. Izindlela eziya phansi kuqala zithole umuntu ngamunye onebhokisi elibophayo, bese zilinganisa amalunga angaphakathi kulo; zinembile kodwa zihamba kancane lapho abantu abaningi bekhona. Izindlela eziya phansi phezulu, njenge-OpenPose, zitholela wonke amaphuzu angukhiye esithombeni ngesikhathi esisodwa bese uwahlanganisa abe ngabantu ngabanye, okukala kangcono ezixukwini. Amamodeli angakhipha izixhumanisi ze-2D noma aziphakamise abe yi-3D. Amathuluzi adumile ahlanganisa i-OpenPose, Google's MoveNet kanye ne-MediaPipe, kanye ne-HRNet, egcina izici ezinokulungiswa okuphezulu ukuze kwenziwe kwasendaweni ngokuhlanganyela okunembile. Ubuchwepheshe bunika amandla izinhlelo zokusebenza zokufaneleka, ukuthwebula ukunyakaza, nokuhlaziya kwezemidlalo.
I-Technical Insight
Kunokuba kuhlehlisele phansi izixhumanisi ezihlanganyelwe ngokuqondile, amamodeli anembe kakhulu abikezela imephu yokushisa ngokuhlanganyela, imephu okungenzeka ukuthi iphikseli yayo ekhanya kakhulu imaka indawo okungenzeka ukuthi ihlangene. Amasistimu aphansi phezulu engeza I-Part Affinity Fields, amamephu e-vector afaka ikhodi indawo yezitho, ukuze amaphuzu angukhiye atholiwe axhunywe kumathambo alungile ngisho nakubantu abagqagqene. I-backbones enokulungiswa okuphezulu njenge-HRNet igcina imininingwane emihle yendawo kuyo yonke inethiwekhi, ithuthukisa ukunemba kwamalunga amancane noma asondelene kakhulu.
I-Master Pose Estimation Yomuntu
Ukulinganisa ukuma komuntu kuthola ukuma kwamalunga omzimba, njengezindololwane, amadolo, namahlombe, ukuze kwakhiwe uhlaka lwamathambo edijithali lomuntu ezithombeni noma kuvidiyo. Ishintsha amaphikseli angahluziwe abe yidatha ehlelekile mayelana nokuthi abantu banyakaza kanjani. I-Human Pose Estimation ingeyokugeleza komsebenzi okubonwa ngekhompyutha okuhumusha noma okukhiqiza imidiya ebonakalayo ukuze ihlaziywe, isebenze, futhi isungulwe. Ukuze wakhe ukuqonda okujulile, phatha i-Human Pose 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-Human Pose 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
Izinhlelo zokusebenza zokufaneleka ne-yoga ezihlola ifomu lomsebenzisi futhi zibale izimpinda kusuka kukhamera yefoni
Ukuthwebula ukunyakaza okungamaki kwabalingiswa abagqwayizayo kumafilimu nemidlalo yevidiyo
Izibalo zezemidlalo ezikala ama-engeli ahlangene omsubathi, igxathu, nendlela
Ukwelashwa ngokomzimba nokuhlaziywa kwe-gait ukulandelela ukululama kwesiguli kanye nekhwalithi yokunyakaza
Amaphethini Okusebenzisa
Ukulinganisa Kwesimo Somuntu ngokusebenza
Izinhlelo zokusebenza zokufaneleka ne-yoga ezihlola ifomu lomsebenzisi futhi zibale izimpinda kusuka kukhamera yefoni.
Izinhlelo zokusebenza zokufaneleka ne-yoga ezihlola ifomu lomsebenzisi futhi zibale izimpinda ezivela kukhamera yocingo Amaqembu ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, agcina indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Ukulinganisa Kwesimo Somuntu ngokusebenza
Ukuthwebula ukunyakaza okungamaki kwabalingiswa abagqwayizayo kumafilimu nemidlalo yevidiyo.
Ukuthwebula ukunyakaza okungenamakha kwabalingisi abagqwayizayo kumafilimu namageyimu evidiyo Amaqembu ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, agcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Ukulinganisa Kwesimo Somuntu ngokusebenza
Izibalo zezemidlalo ezikala ama-engeli ahlangene omsubathi, igxathu, nendlela.
Izibalo zezemidlalo ezikala ama-engeli ahlangene, igxathu, kanye namasu Amathimba ngokuvamile athola imiphumela engcono uma echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi elandelela kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Ukulinganisa Kwesimo Somuntu ngokusebenza
Ukwelashwa ngokomzimba nokuhlaziywa kwe-gait ukulandelela ukululama kwesiguli kanye nekhwalithi yokunyakaza.
Ukwelapha ngokomzimba nokuhlaziya ukuhambahamba okulandelela ukululama kwesiguli kanye nekhwalithi yokunyakaza Amathimba ngokuvamile athola imiphumela engcono lapho echaza izilinganiso zekhwalithi ngaphambili, egcina indlela yokukhuphuka komuntu yezimo ezibucayi, 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.