YOLO gis-gis ci jamono dëgg
YOLO (You Only Look Once) famiy xeetu gis mbir la buy gis ak etiketee mbir mu nekk ci benn nataal ak benn reso neuronal buy jaar, gaaw ba mëna wideo ci saasi.
Résumé
Its speed unlocked real-time vision on everything from drones to self-checkout kiosks.
Plongeur bu xóot
Laata YOLO, detektër yu melni R-CNN dañu daan doxal benn classifier ay junniy yoon ci gox yi am nataal, te loolu dafa yeex. YOLO, bi Joseph Redmon dugal ci 2015, dafa soppi gis-gis bi ni benn jafe-jafe regression: xaaj nataal bi ci benn griy, ba noppi selil bu nekk wax luy am ci boyet yi, poñ objectness, ak probabilite class ci benn pass forward. Boobu 'xool benn yoon' moo tax mu gëna gaaw detektër yu am ñaari etap te ba noppi di gëna dëggu. Famille bi dafa gaawa jëm kanam ci anam yu bari (YOLOv2 ba YOLOv8 ak ginaaw), yokk boîtes ancre, backbones yu gëna baax, ak bopp yu amul ancre. Variante yu bees yi dañuy daw lu ëpp 100 kadre ci seconde ci GPU, moo tax YOLO mooy tànneef biñ tànn sudee latency dafa am solo ni njub.
Gis-gis xarala
YOLO dafay xaaj nataal bi ci griy S par S. Selil bu nekk dafay wax luy waaja am ci ay boîte de bounding yu am (x, y, yaatuwaay, kawe), poñ wóolu, ak probabilite klaas, lépp ci benn yoon. Box yu ñaar yiy jaxasoo dañu leen di dagg ci suppression bu amul maximum, loolu mooy tëye box bi gëna am wóolu boppam ba noppi sànni ñeneen ñi ci kaw IoU threshold. Perte bi dafay boole coordonnées boîte yi, objectness, ak classification, suko defee detecteur bi yépp di tàggat saxaar ci njeexte ba ci njeexte.
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 YOLO ci gis-gis ci jamono dëgg
YOLO mingi wéy di dem ci jëmmal, ak ay model yu gëna ndaw yuy dawal ci telefon, mikrokontrolëer, ak kamera yuñ samp te amul lëkkaloo cloud. Li gëna bees daal di boole ay komposaŋ transformatër ak jëmmal bu amul ancre ngir gëna jubal te baña yàq gaawaay bi. Xaarandil lëkkaloo bu gëna dëgër ak topp ak segmentation, gis vocabulaire bu ubbeeku buy xàmmee mbir yi ci laaj mbind moo gën etiketu fixe, ak wéyal bàyyi xel ci dox bu baax ci hardware bu yomb, bu néew doole ci catu.
Doxal ci àdduna dëgg
Sistemu fayee sa bopp ak bitik yu amul xaalis ngir gis mbir yi jëndkat yi di leen jël
Dron yi ak robot mbay mi di gis mbay mi, ñaxx yu bonn yi wala baayima yi ci saa si
Kamera yiy saytu dem bi ak dikk bi, di lim oto yi, di gis doxkat yi ngir jàngat dëkk yu xarañ yi
Lignée de fabrication yi dañuy màndargaal pièce yu defoon ci kaw benn ceinture transporteur buy daw bu gaaw
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
Agent Voix en temps réel
Laaj yi ñuy faral di laaj
What is YOLO Real-Time Detection?
YOLO (You Only Look Once) famiy xeetu gis mbir la buy gis ak etiketee mbir mu nekk ci benn nataal ak benn reso neuronal buy jaar, gaaw ba mëna wideo ci saasi. Gaawaayam moo ubbi gis-gis bi ci jamono dëgg ci lépp lu nekk dalee ko ci drone yi ba ci kiosk yiy fay seen bopp.
Luy tekki akronim YOLO ci anam yii?
YOLO mooy 'You Only Look Once,' loolu dafay tekki ni dafay gis mbir yépp ci benn reso neuronal buy romb nataal bi.
Lan mooy jéego bu am solo bi tax YOLO gëna gaaw detektër yu njëkk ya melni R-CNN?
YOLO dafa soppi gis-gis bi muy benn jafe-jafe régression ci kaw griy nataal, mu wecci xaaj bu yeex bi ci gox-ci-gox ci detektër yu am ñaari etap.
Ban pexe mooy dindi ñaari boyet yuy jaxasoo ci génnug YOLO?
Suppression bu amul maximum dafay tëye boîte bi gëna am wóolu boppam ba noppi sànni boîte yiy jaxasoo ci kaw benn threshold intersection-over-union.
Ci jëmmal YOLO, naka lañu xaajalee nataalu dugal bi ngir wax luy am?
YOLO dafay xaaj nataal bi ci griy S par S, te selil bu nekk moo wara wax luy waaja am ci boyet yi ak probabilite yi ci mbir yi ci digg bi.
Ban limu selil bu nekk ci griy bi di wax ci wetu coordonnée boîte bi?
Selul bu nekk dafay wax luy waaja am ci coordonnées box yi, poñ yi ñuy am ci wóolu seen bopp, ak probabilite yi ci klaas bi, ñoom ñépp boole leen ci benn pass forward.