Akụkụ Panoptic
Nkeji panoptic na-enye otu pikselụ ọ bụla na onyonyo akara akara, na-ejikọ 'Gịnị bụ mpaghara a' na 'nke ihe a kapịrị ọnụ bụ nke a.' Ọ bụ ụdị nghọta kachasị zuru oke na ọhụụ kọmputa.
Ime miri emi
Ogologo oge ọhụụ kọmputa nwere ọrụ abụọ dị iche iche. Nkeji semantic na-edobe pikselụ ọ bụla site na otu (ụzọ, mbara igwe, mmadụ) mana enweghị ike ikewapụ mmadụ abụọ iche. Nkeji ihe atụ na-achọpụta ma kọwaa ihe mmadụ nwere ike ịgụta ọnụ mana ọ na-eleghara 'ihe' ndabere dịka mbara igwe ma ọ bụ ahịhịa. Akụkụ Panoptic, nke ndị nyocha Facebook AI mere na 2018, jikọtara ha abụọ: ọ na-ekenye pixel ọ bụla otu otu, yana maka 'ihe' enwere ike ịgụta ya, ọ na-ekenyekwa ID ihe atụ pụrụ iche. Ihe si na ya pụta bụ otu maapụ jikọtara ọnụ na-enweghị oghere ma ọ bụ ndakọrịta. A na-atụle ogo site na Panoptic Quality (PQ), nke na-ejikọta otu esi amata mpaghara nke ọma yana otu oke ha si kwekọọ. Ọ dị mkpa ebe ọ bụla igwe ga-aghọtacha ihe onyonyo niile, dịka ụgbọ ala na-anya onwe ya na-akọwa okporo ụzọ.
Nghọta nka nka
Ụdị panoptic na-ekewa akara n'ime 'ihe' (ihe enwere ike ịgụ dị ka ụgbọ ala na ndị mmadụ, nke na-enweta ID ihe atụ) na 'ihe' (mpaghara ndị dị ka okporo ụzọ ma ọ bụ mbara igwe, nke na-adịghị). Sistemu izizi nwere ngalaba semantic na ihe atụ dị iche iche, wee jikọta ha na iwu iji dozie esemokwu pixel. Ụzọ dabere na mgbanwe ọhụrụ dị ka Mask2Former na-ebu amụma otu ihe mkpuchi nwere akara klaasị jikọtara ya ozugbo, na-ejikwa ma ihe na ihe dị n'otu ụlọ ejikọtara ọnụ.
Mmetụta atụmatụ
Ọsọ na ọnụ ọgụgụ
Visual AI nwere ike megharịa nyocha, nchọpụta na mkpado ọrụ n'ọtụtụ.
Mee nhọrọ
Otu ndị na-emepụta ihe nwere ike imepụta echiche ngwa ngwa site na ngbanwe akwụkwọ ntuziaka ole na ole.
Team na usoro ọrụ
Ọrụ nwere ike iji onyonyo na akara vidiyo siri ike ịhazi.
Ọdịnihu nke ngalaba Panoptic
Ogige ahụ na-agbakọba gburugburu ụlọ ngbanwe dị n'otu, nke dabere na ajụjụ nke na-eji otu ihe atụ na-arụ ọrụ semantic, ọmụmaatụ na panoptic. Nchọpụta na-aga n'ihu na ngalaba panoptic vidiyo nke na-edobe njirimara atụ na-agbanwe agbanwe n'ofe okpokolo agba, ụdị okwu mepere emepe nke ngalaba akọwara n'ederede, yana ụdị dị mfe nke ọma maka robots na ụgbọ ala. Data ọzụzụ sịntetik ka mma yana nleba anya onwe ya na-ebelata ọnụ ahịa dị arọ nke nkọwa akwụkwọ ntuziaka zuru oke.
Mmejuputa n'ezie n'ụwa
Ụgbọ ala ndị kwụụrụ onwe ha na-ewu maapụ ọkwa pikselụ zuru oke na-amata ọdịiche ụgbọ ala ọ bụla, ndị ji ụkwụ aga, okporo ụzọ na ụzọ ámá.
Onyonyo ahụike nke na-edepụta mpaghara akụkụ ahụ mgbe ọ na-agụta ọnya ma ọ bụ sel n'otu n'otu
Ngwa eziokwu agbakwunyere na-ekewa ihe ọ bụla na elu iji dowe ọdịnaya mebere nke ọma
Sistemụ robots nke na-akpachapụ anya ọnọdụ mgbagwoju anya iji hazie njikwa na ịnyagharị
Ihe ize ndụ & okporo ụzọ nche
Ikike onyonyo na nkwenye nwere ike bụrụ ihe egwu dị n'iwu ma ọ bụrụ na edoghị anya.
Ọrụ nlereanya nwere ike ịdịgasị iche n'ofe ọkụ, igwe mmadụ, na gburugburu.
Enwere ike ghara ịhụ ihe dị mma ma ọ bụrụ na enyochaghị oke ntụkwasị obi.
Map mmejuputa
Kọwaa ụkpụrụ nnabata maka nkenke, icheta, na ụgwọ njehie.
Nwalee na data dabara na ọnọdụ mmepụta n'ezie.
Tinye nyocha mmadụ maka obere obi ike ma ọ bụ amụma mmetụta dị elu.
Sochie ihe nlere anya wee megharịa ka emechara mgbanwe igwefoto ma ọ bụ dataset.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Nkebi onyonyo
Ajụjụ a na-ajụkarị
What is Panoptic Segmentation?
Nkeji panoptic na-enye otu pikselụ ọ bụla na onyonyo akara akara, na-ejikọ 'Gịnị bụ mpaghara a' na 'nke ihe a kapịrị ọnụ bụ nke a.' Ọ bụ ụdị nghọta kachasị zuru oke na ọhụụ kọmputa.
Kedu ihe nkewa panoptic na-ekenye pixel ọ bụla na onyonyo?
Nkeji Panoptic na-ede aha pixel ọ bụla nwere otu ma na-enyekwa 'ihe' nwere ike ịgụta NJ ihe atụ pụrụ iche, na-ahapụ enweghị oghere ma ọ bụ ndakọrịta.
Na panoptic okwu, kedu ihe bụ klaasị 'ihe'?
'Ihe' na-ezo aka na mpaghara ndabere enweghị ike ịgụta ọnụ, dị ka mbara igwe ma ọ bụ okporo ụzọ, nke na-enweta otu ma ọ nweghị ihe atụ ID.
Kedu oke njedebe nke ngalaba semantic nke panoptic nkewa meriri?
Semantic nkewa na-ede akara pikselụ site na otu mana enweghị ike ikewapụ mmadụ abụọ na ibe ha; panoptic na-agbakwụnye njirimara atụ.
Kedu metric a na-eji iji nyochaa ogo nkewa panoptic?
Ọdịmma Panoptic (PQ) na-ejikọta izi ezi njirimara yana ndakọrịta nkebi iji gosi etu esi buru amụma nke ọma ihe na ihe.
Kedu ihe klaasị 'ihe' na-enweta nke klaasị 'ihe' anaghị enweta?
'Ihe' enwere ike ịgụta ọnụ na-enweta NJ ihe atụ pụrụ iche ka enwere ike ịkọwa ihe dị iche iche, ebe 'ihe' na-enweta naanị otu.