Izixhobo zeValve ye-Valve yeNdibano ye-F00VC01317 ye-Injector 0445110230

Ukufunyanwa kwesiphako sesihlalo sevalve yesitofu semoto esekwe kumxube wesici(Icandelo 2)

Nangona i-algorithm ye-Faster R-CNN inokusebenza okulungileyo ekubhaqweni kwezinto, ubungakanani besihlalo sesiphene se-injector yemoto yemoto incinci kwaye kukho iintlobo ezininzi zeziphene. Ngoko ke, ukufumanisa ngokukhawuleza kwe-R-CNN kusetyenziswe kwinkqubo, akunakwenzeka ukugqiba ngokuchanekileyo ukuchongwa kunye nokubeka iziphene, ezinokuthi zibangele ukuhlolwa okuphosiweyo. Kweli phepha, sazisa imbono yokudityaniswa kwesici kwi-algorithm ye-R-CNN ekhawulezayo, xuba iimpawu zemigangatho eyahlukeneyo ye-convolution, ukuphucula ukubonakaliswa kwe-algorithm yokufumanisa, kwaye iyenze ichaneke ngakumbi ukubona iziphene zesihlalo sevalve. isitofu semoto.

2. Ulwakhiwo lweseti yedatha

2.1 Ukwenziwa Kweenkcukacha Zomfanekiso

Kwinkqubo yokuqokelela iziphene kwisihlalo sevalve ye-injector yemoto ngoncedo lwehardware efana neekhamera zeCCD zoshishino, izixhobo, iPC, njl., ngenxa yokuphazamiseka kokusingqongileyo, okwangoku, ukusebenza kunye nezinye izinto, imifanekiso eqokelelweyo. iya kwandisa ubunzima bemisebenzi elandelayo, ukwenzela ukuba kube lula Umsebenzi olandelayo ufuna iindlela ezisebenzayo zokuqhubela phambili imifanekiso kwimveliso yangempela.

Okokuqala, ngexesha lenkqubo yokufumana umfanekiso, kuya kubakho iingxaki ezifana nokuchithwa komfanekiso kunye nokungahambi kakuhle kwamagama ngexesha lokugcinwa. Imifanekiso engapheliyo ayiyi kuchaphazela kuphela umsebenzi ukusebenza kakuhle kunempembelelo enkulu, kwaye kuya kwandisa ubunzima bomsebenzi olandelayo. Ngoko ke, kuyimfuneko ukususa imifanekiso ephindwe kabini.

Okwesibini, kwingqokelela Kwinkqubo yomfanekiso, ngenxa yempembelelo yangoku kunye nengxolo, ulwazi olungenamsebenzi luya kuveliswa. Ngoko ke, kuyimfuneko ukusebenzisa indlela yokucoca i-Gaussian ukukhupha umfanekiso kunye nokugcina ulwazi oluluncedo lokubhaqa kunye nokuqatshelwa.