Segmentaasioŋ panoptik
Segmentation panoptik dafay jox pixel bu nekk ci nataal bi benn etiketu, mu boole 'lan mooy gox bii' ak 'ban mbir mooy lii.' Mooy xeetu xam-xam bi gëna mat sëkk ci wàllu gis-gis ci ordinatër.
Plongeur bu xóot
Xoolu ordinatër yàgg na am ñaari liggéey yu wuute. Segmentation semantique dafay màndargaal pixel bu nekk ci kategori (yoon, asamaan, nit) waaye mënul tàqale ñaari nit. Segmentation instance dafay wut ba noppi tëral mbir yuñ mëna lim waaye du bàyyi xel ci 'mbiri ginaaw' yu melni asamaan wala ñax. Segmentaasioŋ panoptik bi gëstukat yi ci Facebook AI amal ci 2018, dafa boole ñoom ñaar: dafay jox pixel bu nekk benn kategori, te ngir 'mbiri 'mbiri' yuñ mëna lim, dafay jox itam benn ID instance. Lépp soo ko boolee mu nekk benn kàrt bu leer te amul benn bërëb wala luy jaxasoo. Kalite Panoptic (PQ) mooy natt kalite bi, muy boole ni ñuy xàmmee gox yi ak ni seeni pexe méngoo. Dafay am solo lool fépp fu masin wara xam bu baax seen mbir, lu ci melni oto buy dawal boppam buy tekki mbedd.
Gis-gis xarala
Modèle panoptik yi dañu xaaj etiket yi ci 'mbiri àdduna' (mbiri mbir yuñ mëna lim lu melni oto ak nit, ñuy am ID instance) ak 'mbiri àdduna' (gox yu amorphe yu melni tali wala asamaan, yu amul). Sistem yu njëkk ya dañu amoon ay bànxaasi semantik ak misaal yu wuute, ba noppi boole leen ak sàrt ngir saafara jafe-jafe pixel yi. Pexem transformatër yu bees yu melni Mask2Former dañuy wax luy waaja am ci ay mask yu am etiketu klaas yuñ boole ci saasi, di jëfandikoo mbir yépp ak mbir yi ci benn architecture buñ boole.
njeextalu pexe
Gaawaay ak yaatuwaay
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal.
Tabax tànneef
Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo.
Ekip ak def liggéey
Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey.
Ëlëgu xaaj Panoptik
Barab bi dafay boole ay architecture transformateur yu lalu ci laaj, yuy jëflante ak semantik, misaal, ak liggéey panoptik ak benn model. Gëstu dafay puus ci segmentation panoptik wideo biy tëye dàntite instance yi ci kaadar yi, model yu ubbeeku-vocabulaire yuy segment kategori yiñ leeral ci bind, ak model yu gëna woyof yu doy ngir robot yi ak oto yi. Done yu gëna baax ci wàllu tàggat yaram ak saytu sa bopp dañuy wàññi njëgu annotation manuel bu jaar yoon ci pixel.
Doxal ci àdduna dëgg
Oto yuy demal seen bopp defar kàrt pixel bu mat sëkk buy wuutale oto bu nekk, doxkat bu nekk, tali ak trotoire bu nekk
Nataalu pajum dafay màndargaal gox yi ci di lim benn-benn lesion wala selul
Aplikaasioŋu realite augmenté yiy tàqale bepp mbir ak surface ngir dugal ëmbiit li ci anam wu dëggu
Sistem robotik yiy jàngat seen bu jaxasoo ngir waajal jàpp ak wër
Risk yi ak balustrade yi
Yelleefi nataal ak nangu mën na nekk risku yoon sudee fi ñu bawoo leerul.
Performance model bi mën na wuute ci leeraay bi, demographie bi ak environmaa bi.
Njuumteg positive yi mën nañu dem te kenn duko seetlu fileek xool wuñu buntu wóolu sa bopp.
Roadmap ngir samp gi
Mandargal kritërium nangug njub, woowaat ak njëgu njuumte.
Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg.
Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy.
Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo.
Weyal di banneexu
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Gis bi ci topp
xaajale nataal
Laaj yi ñuy faral di laaj
What is Panoptic Segmentation?
Segmentation panoptik dafay jox pixel bu nekk ci nataal bi benn etiketu, mu boole 'lan mooy gox bii' ak 'ban mbir mooy lii.' Mooy xeetu xam-xam bi gëna mat sëkk ci wàllu gis-gis ci ordinatër.
Lan la segmentaasioŋ panoptik di jox pixel bu nekk ci nataal bi?
Segmentation panoptique dafay etikete pixel bu nekk ak benn kategori ba noppi di jox 'mbiri' yuñ mëna lim ID instance bu amul fenn, du bàyyi benn bërëb wala ñuy jaxasoo.
Ci terminoloji panoptik, lan mooy klaas 'mbiri àdduna'?
'Stuff' dafay wax ci gox yu amul benn lim, yu melni asamaan wala tali, yuy am kategori waaye amul ID instance.
Lan mooy jafe-jafe bi gëna mag ci xaaj semantik bi xaaj panoptik di daan?
Segmentation semantique dafay màndargaal pixel yi ci kategori waaye mënul tàqale ñaari nit ci seen biir; panoptic dafay yokk dàntite misaal.
Ban metrik lañuy jëfandikoo ngir jàngat kalite segmentaasioŋ panoptik?
Kalite Panoptik (PQ) dafay boole xamme bu jaar yoon ak jaxasoo ci segmentation ngir mëna am poñ ci ni mbir yi ak mbir yi di doxee.
Lan la klaas 'mbiri àdduna' yi jot lu klaas 'mbiri àdduna' joxewul?
'Mbir' yuñ mëna lim dañuy am ID instance bu amul fenn suko defee ñu mëna tànnal mbir yi, waaye 'mbir' dafay am benn kategori kese.