Résumé
Reseau Piramid Feature (FPN) dafay may detektër yi ñu gis mbir yu wuute lool ci dayo yi, ci tabax 'piramid' yu bari ci anam wu yomb. Moo waral detektër yu bees yi di gis doxkat bu ndaw bu sori ak camion bu mag bu jege ci benn nataal.
Feature Pyramid Networks bokk na ci def-liggéeyu ordinatër yiy tekki wala defar ay meja yuñ mëna gis ngir jàngat, liggéey ak sos lu bees.
Plongeur bu xóot
Mbir yi ci biir nataal yi dañuy feeñ ci eskaal yu bari, te benn kàrt bu am man-man mënu leen jëfandikoo yépp. Xeetu jëfandikoo yu yàgg yaa ngi tabax piramid nataal ci soppi dayo nataal bi yoon yu bari ba noppi doxal reso bi ci kopi bu nekk, te loolu dafa yeex. FPN, Lin ak ñeneen ñi ñoo ko dugal. ci 2017, lu moy loolu jëfandikoowaat piramid naturel bi nekkoon ci biir reso convolutionnel. Yaxu ndigg bu melni ResNet dafay defar kàrtu man-man yuy gëna ndaw ak gëna semantik ci biir reso bi. FPN dafay yokk yoon wi yéeg wàcci: dafay jël màndarga yu xóot, yu am solo ci wàllu semantik, ba noppi boole leen ci lëkkaloo yu am solo ak màndarga yu xóotul, yu am dayo bu kawe. Lépp soo ko boolee mu am kàrtu màndarga yu am doole ci wàllu semantik waaye di denc ay detay yu baax ci wàllu barab, gëna yombal gis-gis mbir yu ndaw te daanaka doo fay dara.
Gis-gis xarala
FPN amna yoon wu wàcci wàcci (yaxu ndigg li) ak yoon wu wàcci wàcci. Niveau bu nekk ci kaw ba ci suuf dañu koy yokk 2x (dëkkandoo bi gëna jege) ba noppi yokk ko ci elemen ci kàrtu 1x1-convolved bu am dayo bu méngoo. Konvolusioŋ 3x3 dafay nooy bépp kàrt buñ boole ngir wàññi aliasing. Loolu mooy defar niveau P2-P5 ak lim chaine bu fixe (256), bu nekk ci ñoom am liggéeyu gis mbir yu am benn scale.
Xam Reseau Piramid yu am Man-man
Reseau Piramid Feature (FPN) dafay may detektër yi ñu gis mbir yu wuute lool ci dayo yi, ci tabax 'piramid' yu bari ci anam wu yomb. Moo waral detektër yu bees yi di gis doxkat bu ndaw bu sori ak camion bu mag bu jege ci benn nataal. Feature Pyramid Networks bokk na ci def-liggéeyu ordinatër yiy tekki wala defar ay meja yuñ mëna gis ngir jàngat, liggéey ak sos lu bees. Ngir tabax xam-xam bu xóot, jàppal Feature Pyramid Networks ni xeetu liggéey, du benn màndarga: leeral njariñ yi nga bëgg, leeral xalaat yi, ba noppi tàqale li sistem bi mëna def ci anam wu wóor ak li ba leegi soxla àtteb kàngam.
Ci jëf, ekip yu am doole yiy jëfandikoo Feature Pyramid Networks dañuy méngale njub ak dëggantaanu liggéey lu melni kalite done, faraasu leeraay, ak dëppoo ci etiketu. Dañuy bind kritër yu leer ngir am ndam, natt leen ci done yu dëggu ak def liggéey, ba noppi ñu baamtu ci anamu ñàkka mëna seetlu, du ci benn yoon benchmark wins. Mooy barab bi xam-xam theorie bi di soppiku nekk kàttan buy yàgg ci produit yi, ci politik yi ak ci liggéey yi.
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal. Ci jamano jooju, yelleefi nataal ak nangu mën na nekk risku yoon sudee fimu bawoo leerul. Xeetu jëf bi gëna dëgër mooy boole gaawaayu jàngat ak disipline nguur: doxal pilote, jàpp firnde, siiwal dogal yi, ak wéy di yeesal kaaraange gi ci anam wi ñuy doxalee, li jëfandikukat bi di xaar, ak sàrti sàrt yi di jëm kanam.
njeextalu pexe
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal.
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo.
Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey.
Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Doxal ci àdduna dëgg
Gis doxkat yu ndaw, yu sori ak oto yu mag yi jege ci benn yoon ci biir oto yuy dawal seen bopp
Segmentation instance buy dooleel ci Mask R-CNN, fu FPN di dundal man-mani escale yu bari ci proposition gox bi ak boppu mask yi
Gis tumër yu ndaw ci wetu cër yu mag yi ci tuyo yiy gis nataali pajum
Gis mbir yu wuute dayo ci nataali satelit ak ci jawwu ji, dalee ko ci gaal yu ndaw ba ci tabax yu mag
Modèlu jëfandikoo
Features Reseau Piramid ci jëf
Gis doxkat yu ndaw, yu sori ak oto yu mag yi ci wetam ci benn yoon ci biir oto yuy dawal seen bopp.
Gis doxkat yu ndaw, sori ak oto yu mag yu jege ci benn yoon ci stacks perception auto self-driving Teams yi dañuy faral di am njariñ yu gëna baax suñu leeralee threshold yu baax ci kanam, tëye yoon escalation nit ngir jafe-jafe yi, ak topp produit yi ak njuumte yi ci diir bi.
Features Reseau Piramid ci jëf
Segmentation instance buy dooleel ci Mask R-CNN, fu FPN di dundal man-mani escale yu bari ci proposition gox bi ak boppu mask yi.
Segmentation instance bu am doole ci Mask R-CNN, fu FPN di dundal ay man-mani yu bari ci proposition diwaan bi ak njiitu mask yi. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
Features Reseau Piramid ci jëf
Gis tumër yu ndaw ci wetu cër yu mag yi ci pipeline yiy wane nataali pajum.
Spotting tumër yu ndaw ci wetu cër yu mag ci pipelines detection imaging medikaal Ekip yi dañuy faral di am njariñ yu gëna baax suñu leeralee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
Features Reseau Piramid ci jëf
Gis mbir yu wuute dayo ci nataali satelit ak ci jawwu ji, dalee ko ci gaal yu ndaw ba ci tabax yu mag.
Gis mbir yu wuute dayo ci satelit ak nataali jawwu ji, daale ko ci gaal yu ndaw ba ci tabax yu mag. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee ay tegtal yu baax ci kanam, tëye yoonu eskalaasioŋ nit ngir jafe-jafe yi, ba noppi topp njariñu liggéey ak njëgu njuumte ci diir bu gàtt.
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.
Mandargal kritërium nangug njub, woowaat ak njëgu njuumte. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.
Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg.
Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.
Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy.
Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.
Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo.
Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.