Wayve ak modelu dawal End-to-End
Wayve sosiete bu UK la buy tabax sistem yuy dawal seen bopp, am benn reso neuronal buñ jàng buy méngale pixel yi ci kamera yi ci dawal gi - amul sàrt yuñ kode ci loxo wala kàrtu HD.
Résumé
It matters because this end-to-end approach promises cars that generalize to new cities without expensive remapping.
Plongeur bu xóot
Wayve dañu ko sos ci Cambridge ci 2017, te dafa bañ rëset bu yàgg bi ñuy dawal boppam, di module yu wuute ngir gis-gis, wax luy am, ak waajal, ñu boole ko ci kode buñ bind ak loxo. Lu moy loolu, dafay tàggat benn reso neuronal bu mag end-to-end: wideo yu bawoo ci kamera yu yomb yi dañuy dugg, volant bi ak gaawaay bi dañuy génn, ñu jàngee ko ci ni nit ñi di dawal. Wayve dafa moytu LiDAR yu seer yi ak kàrtu HD yiñ tabax bu njëkk, di wax ni jàng dafay yamale ni dawalkat yi di defee. GAIA-1 ak ginaaw ga GAIA-2 ay xeetu àdduna yu defar ay xeeti wideo dawal yu dëggu ngir tàggat ak natt politik bi. Ci atum 2024 Wayve dajale na lu ëppu $1 milyaar ci SoftBank, Nvidia, ak Microsoft, ba noppi natt na oto ci fukki-fukki dëkk yu UK ba noppi tàmbali yaatal ko ci Etats Unis ak Japon.
Gis-gis xarala
Njàngale ci njeexte ba ci njeexte dafay wecci pipeline modulaire yi ak reso buñ mëna wuutale, ñu tàggat ko ci njàngum toppandoo ci dawal nit, ñu koy faral di setal ak njàngum dooleel. Modèlu àdduna yu Wayve yu melni GAIA-2 ay model wideo yuy defar ay model yuy wax luy waaja am ci jëf yi, may ekip bi mu defar senaario yu bariwul (jaywalkers, fog) ci simulation bu yomb. Li ci beneen wàll bi mooy mën nañu ko tekki: benn politik black-box moo gëna tar ngir debug ak sertifiye, moo gën benn pipeline fuñu mëna saytu génnug modle bu nekk.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
Ëlëgu Wayve ak xeetu dawal End-to-End
Wayve mungi jox lisaas ' juntuwaay yu bees yi' mu nekk losisel defarkatu oto yi ludul defar ay robotaxi boppam, ngir yobbu ndimmbalu dawalkat yi ak moom seen bopp ci fasoŋu oto yu bari. Xaarandi lëkkaloo bu gëna dëgër ak pexe modelu fondasioŋ, modelu àdduna yu gëna mag, ak push ngir firndeel ni kamera-first, sistem yu amul kàrt mën nañu méngoo ak seeni noon yu diis ci kàrt ci wàllu kaaraange. Nangu sistem yuñ jàng te ñu dul mëna tekki lu bari mooy nekk jafe-jafe bi gëna mag.
Doxal ci àdduna dëgg
Dawal ci dëkk yu mag te amul kàrt ci dëkk yu UK yoo xamul, jëfandikoo dugal kamera ak sàrt yuñ jàngee
GAIA-2 xeetu àdduna bi defar wideo synthetik (dawalkat welo yi, meteo bi) ngir saytu stress ci reso biy dawal
License losisel AV2.0 defarkatu oto yi suko defee suite yi am ci kamera yi am dawal bu xarañ
Jàngum flotte fu ay done yu bawoo ci oto yu bari yu nit ñi di dawal di gëna suqali benn xeetu dawal bu ñu bokk
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Gis bi ci topp
Wayve LINGO Royuwaayi làkku dawal
Laaj yi ñuy faral di laaj
What is Wayve and End-to-End Driving Models?
Wayve sosiete bu UK la buy tabax sistem yuy dawal seen bopp, am benn reso neuronal buñ jàng buy méngale pixel yi ci kamera yi ci dawal gi - amul sàrt yuñ kode ci loxo wala kàrtu HD. Dafa am solo ndax anam wi ñuy jaar ngir yegg ba ci njeexte gi dafay dige oto yuy jëm ci dëkk yu bees yi te duñu def benn remapping bu seer.
Lan mooy màndarga bi Wayve di dawal end-to-end?
End-to-end dafay tekki ni benn reso buñ jàng dafay joge ci dugal kamera bu ñor dem ci direksioŋ ak gaawaay, moo gën ñuy boole ay module yuñ defaree loxo.
Ban pexe xam-xam la Wayve xamee ci fësal?
Wayve dafay parye ci kamera yu yomb te jàng generalisation, di moytu LiDAR yu seer yi ak kàrtu HD yuñ defaree lu jiitu.
Luy GAIA-2 ci pilu Wayve?
GAIA-1 ak GAIA-2 ay xeeti àdduna yu defar ay wideo dawal yu dëggu ngir tàggat ak natt politiku dawal.
Nan la Wayve di njëkka waaja jaay xaralaam yi?
Wayve dafa taxawal boppam ni 'embodied IA' biy joxe losisel bi, di jox lisence xarañteem ci dawal bi defarkatu oto yi.
Lan mooy njariñu benn reso dawal end-to-end?
Politigu jàngat bu monolitik mooy boyet bu ñuul, moo tax saytu, debug, ak sertifiye moo gëna tar ci pipeline bu am module yuñ mëna saytu.