ʻO ka pahu kaʻa maʻamau hou F00VC01362 no ka mea hoʻoheheʻe 0445110302 0445110303 no ka nila injection.

Ma muli o ka ulu wikiwiki ʻana o ke kaiāulu, ua lilo nā kaʻa i mea huakaʻi hele nui i kēlā me kēia lā.Ma ke ʻano he mea hana no ka hoʻokomo ʻana i ka ʻaila i loko o nā cylinders kaʻa, ʻo ka noho valve o nā injectors kaʻa he mea koʻikoʻi loa i ka mālama ʻana i ka nui o ka wahie.Pehea e hoʻomaikaʻi ai i ka maikaʻi o nā ʻāpana i lilo i mea koʻikoʻi o ka hopohopo, akā no ka liʻiliʻi o nā ʻāpana, ua maʻalahi ke kaupalena ʻia e ka ʻenehana hana.I ka wā o ke kaʻina hana, e haʻalele ʻo ia i nā ʻōpala, nā hemahema, nā ʻōpala, nā wahi keʻokeʻo a me nā ʻano kīnā ʻē aʻe i loko, e pili ana i ka hana o ka noho injector automotive.

No laila, ʻo ka ʻohi ʻana i nā ʻāpana hemahema mai nā ʻāpana he nui i lilo i mea hiki ʻole ke ʻae ʻia.Me ka piʻi wikiwiki ʻana o ka ʻikepili kiʻi a me ka holomua wikiwiki ʻana o ka hiki ke hoʻopili ʻia, ua hoʻohana ʻia ka ʻenehana ʻike hohonu hohonu, i hōʻike ʻia e ka convolutional neural network, i nā hana pili o ka ʻike kīnā.Ke hoʻohālikelike ʻia me ka algorithm kuʻuna, ua hoʻomaikaʻi nui ʻia ka hana.I ka makahiki 2014, ua noi ʻo Ross Girshick [1] a me nā mea ʻē aʻe i ka algorithm R-CNN e unuhi i nā wahi moho ma o kahi hulina hulina koho, akā ʻo ka algorithm he koʻikoʻi a lohi.Ma hope iho, ua noi ʻia ka algorithm detection algorithm SPP-Net, kahi e hoʻoponopono ai i ka pilikia o ka deformation mea, a laila ua manaʻo ʻia ʻo Fast R-CNN ma ka hoʻokomo ʻana i nā poho he nui a me ka RoI Pooling, e hoʻohana ana i ka aʻo ʻana i nā hana he nui e hoʻopau i ka helu a me ka regression.

Eia nō naʻe, ʻo ke ʻano hana kūloko i hoʻohana ʻia e ka algorithm e hoʻopau i ka manawa nui.No laila, hāʻawi ʻo Ren [2] i ka algorithm Faster R-CNN.Hoʻokomo ka algorithm i ka pūnaewele RPN ma ke kumu o ka wikiwiki R-CNN algorithm, i hoʻomaikaʻi nui ʻia i ka wikiwiki a me ka hana.Hiki i ka Faster R-CNN algorithm ke hoʻokō i nā hopena maikaʻi aʻe i ka ʻike ʻana i nā mea ma mua o nā algorithm ʻē aʻe.