I-OEM entsha yeNdibano yeValve kaloliwe eNtsha F00VC01329 Kuba 0445110168 169 284 315 isitofu

Ukufunyanwa kwesiphako sesihlalo sevalve yesitofu semoto esekwe kumxube wesici(Icandelo 3)

Ngenxa yoko, ekubhaqweni kwesihlalo se-valve ye-injector, umfanekiso kufuneka uxinzelelwe, kwaye ubungakanani bomfanekiso bucutshungulwa ukuya kwi-800 × 600, emva kokufumana idatha yomfanekiso odibeneyo, indlela yokuphucula idatha isetyenziselwa ukuphepha ukunqongophala kwedatha, kunye nesakhono sokwenza imodeli ngokubanzi siphuculwe. Uphuculo lwedatha yinxalenye ebalulekileyo yoqeqesho lwemizekelo yokufunda nzulu [3]. Kukho iindlela ezimbini ngokubanzi zokwandisa idatha. Enye kukongeza umaleko wokuphazamiseka kwedatha kwimodeli yothungelwano ukuvumela umfanekiso ukuba uqeqeshwe ngalo lonke ixesha, kukho enye indlela ethe tye kwaye ilula, iisampulu zemifanekiso ziphuculwe ngokulungiswa komfanekiso ngaphambi koqeqesho, sandisa iseti yedatha sisebenzisa. iindlela zokuphucula umfanekiso ezifana nejometri kunye nesithuba sombala, kwaye usebenzise i-HSV kwisithuba sombala, njengoko kubonisiwe kuMfanekiso 1.

Ukuphuculwa kwe-Faster R-CNN imodeli ye-defection Kwimodeli ye-algorithm ye-Faster R-CNN, okokuqala, kufuneka ukhuphe iimpawu zomfanekiso ofakiweyo, kunye neempawu zemveliso ezikhutshiweyo zinokuchaphazela ngokuthe ngqo umphumo wokugqibela wokufumanisa. Undoqo wokubhaqwa kwento luphawu lokutsalwa. Inethiwekhi ye-extra extraction network kwimodeli ye-algorithm ye-Faster R-CNN yinethiwekhi ye-VGG-16. Le modeli yothungelwano yaqala ukusetyenziswa kuhlelo lomfanekiso [4], kwaye emva koko iye yagqwesa kwisegmentation ye-semantic [5] kunye nokufunyanwa kwe-saliency [6].

Inethiwekhi yokutsalwa kwesici kwimodeli ye-algorithm ye-Faster R-CNN isetelwe kwi-VGG-16, nangona imodeli ye-algorithm inomsebenzi olungileyo ekubhaqweni, isebenzisa kuphela imveliso yemephu yenqaku ukusuka kumaleko okugqibela ekutsalweni komfanekiso, ngoko kuya kubakho. ezinye ilahleko kunye nemephu yesici ayinakugqitywa ngokupheleleyo, okuya kubangela ukungachaneki ekubhaqweni kwezinto ezincinci ekujoliswe kuzo kwaye kuchaphazele umphumo wokugqibela wokuqaphela.