Nlegharị anya Mgbasa Multi-Concept Tuning
Mgbasa mgbasa ozi bụ usoro nlegharị anya dị fechaa nke na-akuziri ihe nlere ederede gaa na onyonyo ọhụrụ echiche nkeonwe, dị ka nkịta gị ma ọ bụ otu oche, site na foto ole na ole.
Nchịkọta
Its standout feature is composing several newly learned concepts together in one generated scene.
Ime miri emi
Ndị nyocha Adobe na CMU weputara na 2022, Mgbasa Omenala na-ahazi ụdị dị ka Stable Diffusion na-azụghachighị netwọkụ niile. Kama imelite ibu ọ bụla, ọ chọpụtara na imelite naanị obere iberi, isi ihe na uru amụma matrices n'ọkwa nlebara anya gafere, ezuola iji nweta echiche ọhụrụ site na ihe onyonyo 4 ruo 20. Nke a na-eme ka a na-emegharị ngwa ngwa (nkeji) yana obere nchekwa (megabyte kama gigabytes). N'ụzọ dị mkpa, ọ nwere ike ịmụta ọtụtụ echiche n'otu oge site na ọzụzụ nkwonkwo ma ọ bụ site na ijikọta echiche zụrụ azụ iche site na iji njikarịcha mmachi. Nke ahụ na-ahapụ gị ozugbo maka, sịnụ, nwamba gị kpọmkwem nọ ọdụ n'oche onye nrụpụta gị, ihe otu echiche ụzọ na-agba mbọ ijikọ.
Nghọta nka nka
Nleba anya gafere bụ ebe ngwa ngwa ederede na-emetụta onyonyo a; akara ngosi ederede na-etolite ajụjụ ndị na-aga na njiri anya ihe ngosi nke ụdị mgbasa site na igodo igodo na uru matrices. Mgbasa mgbasa ozi na-ekpochapụ ọtụtụ U-Net ma na-akụ naanị amụma K na V ndị ahụ, akụkụ kachasị maka ijikọta okwu n'ọdịdị. Ọ na-ejikwa usoro nhazigharị nke ezigbo onyonyo na-ekerịta ụdị echiche ahụ iji gbochie ihe nlere anya karịa na ichefu okwu sara mbara karị.
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 Ntugharị Ntugharị Omenala Mgbasa Multi-Concept
Nhazi nke ọtụtụ echiche na-ejikọta ya na ihe ngbanwe dị ka LoRA, ebe enwere ike ịgwakọta ọtụtụ obere echiche modul n'oge ntinye. Sistemu ọdị n’ihu bu n’obi idepụta ọtụtụ echiche omenala nke ọma na-enweghị ọbara ọgbụgba (ụcha nwamba na-agbapụta n’oche), yana ime nzigharị n’ime sekọnd ma ọ bụ ọbụna koodu ntinye naanị, na-enweghị nkwalite. Na-atụ anya na nke a ga-akwado ọgbọ akụrụngwa na-agbanwe agbanwe, avatars nkeonwe na nhazi ngwaọrụ.
Mmejuputa n'ezie n'ụwa
Ịkụzi ihe nlereanya a kapịrị ọnụ anụ ụlọ gị site na foto ole na ole, wee mepụta ya na ọnọdụ ọhụrụ, uwe na ntọala ọhụrụ.
Ịmụ ngwaahịa nke ika (sneaker ma ọ bụ karama) na mascot ika, wee dee ha abụọ n'otu onyonyo ahịa.
Inweta ihe nka nkeonwe gbakwunyere n'oyiyi onye ezinaụlọ yana idokọ ha ọnụ na ihe ngosi echepụtara
Na-ejikọta otu ngwá ụlọ omenala na ụdị ime ụlọ dị iche iche iji chịkwaa echiche imewe ihe ọchị
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
Amụma mgbasa ozi maka njikwa Robot
Ajụjụ a na-ajụkarị
What is Custom Diffusion Multi-Concept Tuning?
Mgbasa mgbasa ozi bụ usoro nlegharị anya dị fechaa nke na-akuziri ihe nlere ederede gaa na onyonyo ọhụrụ echiche nkeonwe, dị ka nkịta gị ma ọ bụ otu oche, site na foto ole na ole. Akụkụ pụtara ìhè ya na-achịkọta ọtụtụ echiche amụtara ọnụ n'otu ebe emepụtara.
Kedu akụkụ nke ụdị mgbasa ozi ka Omenala Mgbasa na-eme nke ọma?
Ọ na-emelite naanị matrices K na V, nke na-ejikọta okwu na ọdịdị, na-edozi ngwa ngwa yana obere faịlụ echekwara.
Kedu ihe mgbasa ozi omenala kachasị ama maka atụnyere usoro echiche otu?
Ikike mbinye aka ya bụ ọgbọ ọtụtụ echiche, na-ejikọta ọtụtụ isiokwu ahaziri iche ọnụ.
Ihe onyonyo onyonyo ole ka Omenala Mgbasa chọrọ ịmụta echiche?
Ọ na-amụta site na obere foto ole na ole, na-eme nhazi nkeonwe maka ndị ọrụ kwa ụbọchị.
Kedu ihe kpatara mgbasawanye omenala na-eji otu onyonyo nhazi oge niile sitere na ngalaba sara mbara nke echiche ahụ?
Onyonyo nhazigharị na-edobe n'ozuzu nke okwu ngalaba ahụ ka ọ ghara ịdị na-adaba na naanị echiche ọhụrụ.
Kedu otu enwere ike isi jiri echiche mgbasa ozi omenala abụọ zụrụ azụ ọnụ?
Enwere ike jikọta echiche ndị amụtara onwe ha site na njikarịcha mmachi nke mechiri emechi, na-eme ka njikọ aka.