Mkpebi LaMa-Mkpebi siri ike
LaMa (Nnukwu nkpuchi inpainting) bụ netwọk akwara dị ngwa, dị fechaa nke na-ejupụta mpaghara ihe oyiyi na-efu ma ọ bụ wepụ ya nke ọma, ọbụlagodi mgbe oghere ahụ buru ibu.
Nchịkọta
It matters because it produces convincing fills at resolutions far higher than it was trained on, making professional object removal accessible to anyone.
Ime miri emi
LaMa, nke ndị nyocha Samsung AI webatara na 2021, na-edozi nsogbu dị ogologo oge: ọtụtụ ụdị ihe osise na-ata ahụhụ ma ọ bụ na-agbaji mgbe a gwara ha ka ha mejupụta nnukwu ihe mkpuchi ma ọ bụ textures ugboro ugboro dị ka mgbidi brik na ala tile. Ọganihu ya na-eji Fast Fourier Convolutions (FFCs), nke na-enye netwọkụ ahụ ohere nnabata zuru ụwa ọnụ n'otu oyi akwa kama ịchọ ọtụtụ ọgba aghara agbakọtara. Nke a na-ahapụ LaMa ka ọ 'hụ' onyonyo niile ozugbo wee gaa n'ihu n'usoro oge ọ bụla. A na-azụ ya na nchikota nke nhụsianya na ọnwụ nghọta dabere na netwọk nke n'onwe ya na-eji ogige nnabata sara mbara. Nsonaazụ a na-agbakọta nke ọma nke ọma, na-esekarị ihe onyonyo 2K nke ọma mgbe ọzụzụ gasịrị naanị na obere ihe ọkụkụ.
Nghọta nka nka
Isi ihe mejupụtara ya bụ ngwa ngwa Fourier Convolution. Mgbagha nkịtị na-ele anya naanị obere patch dị na mpaghara, yabụ iwere ihe owuwu ogologo chọrọ netwọk dị omimi. FFC na-agbanwe akụkụ nke maapụ atụmatụ ka ọ bụrụ ngalaba ugboro, tinye mgbanwe n'ebe ahụ, wee gbanwee azụ. N'ihi na ọrụ ugboro ugboro bụ nke zuru ụwa ọnụ, otu oyi akwa FFC na-agwakọta ozi n'ofe onyonyo niile, na-enyere LaMa aka ikwugharị textures ma kwanyere geometry zuru ụwa ọnụ dị ka akụkụ mgbidi.
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 Mkpebi LaMa-Inseinte siri ike
LaMa ka bụ ntọala siri ike, nke na-arụ ọrụ nke ọma yana agbakwunyere ya na ngwaọrụ efu yana ndị editọ foto mepere emepe n'ihi na ọ na-agba ọsọ ọsọ na ngwaike dị obere na-enweghị nnukwu ụdị mgbasa ozi. Ihe na-emekarị bụ pipeline ngwakọ: jiri LaMa maka nhazi nhazi ngwa ngwa yana usoro siri ike, wee jiri usoro mgbasa ozi mee ka nkọwa dị mma na nhọrọ. Na-atụ anya ka echiche Fourier-convolution ga-anọgide na-apụta na nhazi oge, nrụzi vidiyo, yana nchacha foto ekwentị na ngwaọrụ ebe ọsọ na ebe nchekwa dị ala kacha mkpa.
Mmejuputa n'ezie n'ụwa
Iwepu ndị njem nlegharị anya ma ọ bụ fotobombers na foto njem ka ị na-edobe mgbidi dị n'azụ ma ọ bụ mbara igwe enweghị nkebi
Na-ehichapụ akara mmiri, akara oge, ma ọ bụ akara ngosi site na onyonyo maka ọrụ mweghachi ziri ezi
Ihichapụ ahịrị ọkụ na akara okporo ụzọ na foto ndepụta ụlọ
Iweghachi foto ochie ma ọ bụ mebiri emebi site na imeju ncha, anya mmiri na akụkụ ndị na-efu
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
CodeFormer siri ike ihu mgbake
Ajụjụ a na-ajụkarị
What is LaMa Resolution-Robust Inpainting?
LaMa (Nnukwu nkpuchi inpainting) bụ netwọk akwara dị ngwa, dị fechaa nke na-ejupụta mpaghara ihe oyiyi na-efu ma ọ bụ wepụ ya nke ọma, ọbụlagodi mgbe oghere ahụ buru ibu. Ọ dị mkpa n'ihi na ọ na-emepụta njupụta na-ekwenye ekwenye na mkpebi dị elu karịa ka a zụrụ ya, na-eme ka onye ọ bụla nwee ike iwepụ ihe ọkachamara.
Gịnị bụ akụkụ mbinye aka ụkpụrụ ụlọ nke na-enye LaMa echiche ya zuru ụwa ọnụ banyere onyonyo?
LaMa na-eji Fast Fourier Convolutions (FFCs), nke na-arụ ọrụ akụkụ na ngalaba ugboro iji nye mpaghara nnabata zuru ụwa ọnụ n'otu oyi akwa.
Kedu ihe kpatara LaMa ji ejikwa nnukwu ihe mkpuchi dị mma karịa ọtụtụ ụdị agba agba mbụ?
N'ihi na ndị FFC na-ahụ onyonyo a n'otu oge, LaMa nwere ike na-aga n'ihu na textures na geometry ọbụlagodi n'ofe mpaghara buru ibu na-efu.
Ike a ma ama nke LaMa bụ ike ya itinye ihe onyonyo n'ụdị mkpebi dị aṅaa?
LaMa na-akọwapụta nke ọma na mkpebi dị elu karịa nke a na-ahụ n'oge ọzụzụ, ya mere eji akpọ ya mkpebi siri ike.
Kedu ụdị textures LaMa na-ejikwa nke ọma ekele maka nhazi ngalaba ugboro ugboro?
Ntugharị ngalaba ugboro ugboro dabara nke ọma maka usoro oge, yabụ LaMa na-aga n'ihu na-emegharị textures dị ka mgbidi brik na ala tiled.
Kedu ihe mfu na-enyere LaMa aka imepụta nju dị mma karịa nkezi na-adịghị ahụkebe?
LaMa na-ejikọta mfu nhụsianya na nghọta, na-agba ume textures dị nkọ, nke nwere ike ịpụta kama ịbụ pikselụ nwere nke ọma.