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Convolution yuñ mëna tàqale ci xóotaayu
Xarala
GUIDE teknik
Konvolusioŋ yu yaatu ak yu Atrous
Convolution yu yaatu (ñu koy woowe itam convolution atrous) dañuy dugal ay bërëb ci diggante diisaayu filtre yi suko defee kernel bi mëna muur barab bu gëna yaatu te du yokk ay parametre.
Déglul tegtal biiIA-nettali · ~2 min
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Résumé
Dañuy may reso yi ñu gis contexte bu yaatu, lu am solo ci segmentation ak audio, boole ci baña yàq dayo bi.
Plongeur bu xóot
Kernel bu jaar yoon dafay laal pixel yi ci wetam. Benn convolution bu yaatu dafay tasaare benn poid kernel bi ci dilatation bi, di salte pixel yi ci digg bi, kon kernel 3x3 ak dilatation 2 dafay yaatu ci gox bu 5x5 te ba leegi mingi jëfandikoo 9 poid kese. Loolu dafay yaatal barabu jot gi exponentiellement soo stack ay couche ak taux yuy yokk, may reso bi mu agrégate ci contexte bu yaatu te du pooling wala striding luy wàññi kàrtu man-man bi. Tur atrous mingi cosaanoo ci français a trous, muy tekki ay pax. Loolu amul benn njariñ ci liggéey yu dëgër yu melni segmentation semantik, fu nga soxla gis-gis bu yaatu ak génne pixel bu leer, ak ci WaveNet ngir modele dependency audio yu gudd.
Doxal ci àdduna dëgg
DeepLab dafay jëfandikoo convolution atrous ak ASPP ngir xaaj semantik bu bees bi ci seen mbedd
WaveNet dafay boole ay convolusioŋ yu yaatu ngir génne ay audio ak kàddu yu dëggu
Taxawaayu nataalu pajum, lu melni tumër wala cër, fu contexte bu yaatu ak ay detay yu ndaw ñoom ñaar am solo
Parsing seen ci jamono dëgg ngir gis-gis biy dawal boppam, te soxla barab yu yaatu yuy jot te du ñàkk dayo
Ëlëgu convolution dilaté ak atrous
Convolusioŋ yu yaatu yi dañuy des ci diggu segmentasioŋ semantik ak panoptik, nataali medsin ak defar audio. Dañuy gëna jaxasoo ak bàyyi xel, fu dilatation di joxe ay barab yu yomb yu sori yuy mottali bàyyi xel ci sa bopp. Gëstu baa ngi wéy ci dilatation bi mëna ànd ak ni ñuy jàngee, ak moytu mbiri mbiri griy. Xaarandi leen ci xeetu toppalante yu gudd yu baax ak xam seen ci jamono dëgg ngir sistem yuy demal seen bopp.
Teg ko ci jëf
Lu tax mu am solo
- Njëgg ak budget. Dogal yi architecture di jël dañuy indi njariñ ak njëgu liggéey bi ay at ci ginaaw.
- dogal yu gëna leer. Njàngalem xarala yi dafay jàppale ekip yi ñu tànn li gën, te baña yam ci li gëna bees daal.
- Xool kalite. Tanneef yu gëna baax ci wàllu ingeñër dina wàññi jafe-jafe yi ci wàllu wóor ci liggéey bi.
Moytul
- Optimize benn benchmark mën na nëbb ñakk kattan yu gëna yaatu ci sistem bi.
- Njëg li ñuy fay ci infrastructure yi ak ci toppatoo dañuy faral di suufeel.
- Bu sistem yi di gëna xawa jafee xam, jafe-jafe yi am ci wàllu kaaraange ak seetlu mën nañu gëna bari.
Jéego yi ci topp
- Mandargal latency, kalite, ak njëg yi laata ngay jëfandikoo.
- Benchmark ci biir sargal ak done yu dëggu.
- Jumtukaay bi di saytu njuumte yi, derive bi ak njeextalu jëfandikukat bi.
- Waajal rollback ak yooni tontu ci jafe-jafe yi laata ngay eskale.
Weyal di banneexu
Bulletin bu amul fayda
Jàngal xibaar AI bu bes
Ñatti jaar-jaari IA yuñ firndeel bis bu nekk ci ayu-bis bi, ñu bind leen ci Àngle bu leer. Gratis ba fàww, amul yëgle.
Benn email bis bu nekk ci ayu-bis bi. Benn klik nga dindi abonemaa bi. Dunu musa jaay wala séddoo sa adres.
Nattal sa bopp
Defal quiz bi di Konvolusioŋ yu yaatu ak yu Atrous
Feedback ci saasi ci bépp tontu, ak sertifikaa buñ mëna séddoo ak ID buñ mëna saytu soo jàllee ci njàng mi.
Jàppale njàngum IA te doo fay. AI Understanding mbootaay la buy def te Yàlla tax — amul yëgle, amul paywall, musul am. Defal ab sarax
Laaj yi ñuy faral di laaj
Luy convolution dilatée ak atrose?
Convolution yu yaatu (ñu koy woowe itam convolution atrous) dañuy dugal ay bërëb ci diggante diisaayu filtre yi suko defee kernel bi mëna muur barab bu gëna yaatu te du yokk ay parametre. Dañuy may reso yi ñu gis contexte bu yaatu, lu am solo ci segmentation ak audio, boole ci baña yàq dayo bi.
Lan la dilatation bu ëpp 1 di def ci kernel buy convolution?
Dilation dafay tàqale poid yi fi nekk, muy yaatal barabu jot gi te du yokk limu parametre yi.
Kernel 3x3 ak dilatation rate 2 mën na yam ci gox bu yaatu?
Ak dilation 2 amna benn position buñu salte ci digganté poid bu nekk, kon kernel bi dafay yaatu ci 5x5 te ba leegi mingi jëfandikoo 9 poid kese.
Lan moo waral konvolusioŋ yu yaatu yi am njariñ ci segmentasioŋ semantik?
Segmentation mingi soxla contexte bu yaatu ak ay detay ci niveau pixel ci saasi; dilatation dafay màgg muy tekki ni pooling wala striding dina waral.
Lan la baat atrous bawoo?
Atrous mingi cosaanoo ci français a trous, am ay pax, muy tekki bërëb yi ñuy dugal ci digganté kernel yi.
Ci WaveNet, lu tax ay convolusioŋ yu yaatu yuñ dajale am solo?
Yokkateg tolluwaayu dilatation bi taxna WaveNet modele dependency ci ay junni misaali audio yu amul kernel yu mag.
Weyal di jàng
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