LAION na Mepee Datasets
LAION bụ ndị German anaghị akwụ ụgwọ nke weputara nnukwu ihe ndekọ ederede ederede mepere emepe, nke kacha ewu ewu LAION-5B, nke kpalitere ọzụzụ nke ụdị mmeghe emepe emepe dị ka Stable Diffusion.
Nchịkọta
It matters because it made web-scale multimodal data freely available to researchers outside large corporations.
Ime miri emi
LAION (Large-scale Artificial Intelligence Open Network) bụ German anaghị akwụ ụgwọ hibere na 2021 iji mee ka nyocha mmụta igwe kwupụta onwe ya site na ịhapụ nnukwu dataset mepere emepe. Mwepụta ya kacha mara amara, LAION-5B, nwere ihe dị ka ijeri 5.85 ihe onyonyo-edemede ederede ewepụtara site na data web Crawl na-emekarị site na iji ụdị CLIP OpenAI iji dobe ụzọ abụọ ebe isiokwu na onyonyo na-ahazi. N'ụzọ dị mkpa, LAION anaghị anabata ihe oyiyi ahụ n'onwe ha; ọ na-ekesa URL na metadata, yabụ ndị ọrụ na-ebudata onyonyo sitere na isi mmalite webụ. Ihe ndekọ data ndị a nyere aka n'ịzụ Stable Diffusion na ụdị ederede gaa na onyonyo ndị ọzọ mepere emepe. LAION echewo nyocha siri ike ihu: na 2023 ndị nchọpụta chọtara njikọ nke onyonyo mmetọ iwu na-akwadoghị na dataset, na-akpali LAION iwetu ya, hichaa ya, ma wepụtaghachi ụdị nchekwa dị mma, na-egosipụta ihe egwu dị na nzacha webụsaịtị enweghị nzacha.
Nghọta nka nka
Ewubere LAION-5B site na inyocha Crawl Common maka mkpado onyonyo HTML nwere ederede alt, wee jiri CLIP gbakọọ myirịta dị n'etiti onyonyo ọ bụla na nkọwa ya. Atụfuru ụzọ abụọ dị n'okpuru ọnụ ụzọ yiri nke cosine, yabụ naanị ụzọ abụọ ederede dabara adaba ka fọdụrụ. Asụsụ kewara setịpụ data ma gụnye mgbakwụnye CLIP agbakọburu, na-eme ka ọchụchọ myirịta ngwa ngwa. N'ihi na ọ bụ naanị URL ka echekwara, ire ure njikọ nke nta nke nta na-eweda mmeghari ka oge na-aga.
Mmetụta atụmatụ
Atụmatụ ndị na-ere ahịa
Ụzọ ndị na-ere ahịa na-emetụta atụmatụ ndị otu gị nwere ike ịrụ na-esote.
Ọnụ ego na mmefu ego
Usoro azụmahịa na nhọrọ mbugharị na-emetụta ọnụ ahịa ogologo oge yana ihe egwu.
Ihe ize ndụ na nchekwa
Ihe mkpali ụlọ ọrụ na-akpụzi ndabara ngwaahịa, ọnọdụ nchekwa, na oghere.
Ọdịnihu nke LAION na Mepee Datasets
Mepee datasets multimodal ga-eche nrụgide na-eto eto gburugburu ikike nwebisiinka, nkwenye, na ọdịnaya emerụ ahụ, na-aga n'ihu na nzacha siri ike, nchịkọta ikike-mmara, na ịpụ na ndekọ. Mwepụtaghachi nke LAION nke setịpụ data emechiri emechi na-egosi mgbanwe na nyocha nchekwa dị ka nzọụkwụ ndabara. Na-atụ anya data sịntetịtịk ma ọ bụ ikike, ụkpụrụ ngosi, na ngwaọrụ nchọpụta. Esemokwu dị n'etiti oghere oghere maka obere ụlọ nyocha na ihe egwu iwu na ụkpụrụ omume nke data webụsaịtị ga-akọwapụta usoro na-esote ụlọ dataset.
Mmejuputa n'ezie n'ụwa
Ọzụzụ mepere ụdị ederede gaa na onyonyo dị ka Stable Diffusion n'ọtụtụ ijeri isi okwu foto
Mweghachi ederede-ụdị onyonyo ụdị CLIP yana usoro nhazi ọkwa efu na benchmarking.
Na-enyocha mkparị dataset, nchekwa ọdịnaya, na ngosipụta data n'ọtụtụ webụ
Na-enyocha ihe nzacha site na asụsụ, mkpebi ma ọ bụ akara mma iji mepụta nhazi data dị mma pụrụ iche
Ihe ize ndụ & okporo ụzọ nche
Mwepụta ọkwa nwere ike karịa nkwụsi ike na usoro nrụpụta n'ezie.
Ọnụ ahịa API ma ọ bụ mgbanwe amụma nwere ike imebi echiche n'otu abalị.
Ndabere otu onye na-ere ahịa na-abawanye mkpọchi na ọnụ ahịa mbugharị.
Map mmejuputa
Nyochaa ndị na-eweta ọrụ site na iji ọrụ nke gị na nhazi data.
Nyochaa nzuzo, nchekwa na usoro iwu tupu njikọta.
Jikwaa atụmatụ ọdịda n'ofe ụdị ma ọ bụ ndị na-ere ahịa.
Nyochaa ndetu mwepụta ka mgbanwe map ụzọ ghara iju ndị otu anya.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Isi mmalite AI
Ajụjụ a na-ajụkarị
What is LAION and Open Datasets?
LAION bụ ndị German anaghị akwụ ụgwọ nke weputara nnukwu ihe ndekọ ederede ederede mepere emepe, nke kacha ewu ewu LAION-5B, nke kpalitere ọzụzụ nke ụdị mmeghe emepe emepe dị ka Stable Diffusion. Ọ dị mkpa n'ihi na o mere ka data multimodal webụ nwee ohere maka ndị nyocha na-abụghị nnukwu ụlọ ọrụ.
Kedu ihe LAION na-ekesa na mbụ na dataset-ederede onyonyo ya?
LAION anaghị anabata onyonyo; ọ na-ekesa URL na metadata, yabụ ndị ọrụ na-ewepụta onyonyo site na isi mmalite webụ ha.
Ihe dị ka ụzọ abụọ onyonyo-ederede ole dị na LAION-5B?
LAION-5B nwere ihe dị ka ijeri ederede 5.85, yabụ '5B' n'aha ya.
Kedu ihe nlereanya LAION ji mee nzacha ụzọ abụọ ederede onyonyo maka ịdịmma nhazi?
LAION ji CLIP OpenAI tụọ myirịta nke edemede wee tụfuo ụzọ abụọ na-adakọghị nke ọma.
Kedu ụdị mmeghe emepere emepe ka a zụrụ site na iji data LAION?
Stable Diffusion, ụdị ederede gaa na onyonyo mepere emepe ka zụrụ na data ederede ederede LAION.
Kedu nsogbu dị njọ ndị nyocha chọpụtara na LAION-5B na 2023?
Ndị nchọpụta chọtara njikọ nke ihe mmetọ ụmụaka na-akwadoghị, na-eduga LAION iwetu dataset, hichaa ya, ma wepụtaghachi ụdị dị nchebe.