Ho Ithuta ka Mochini oa ho Hlalosa: Ka Hare ho Bohlale ba Lihlahisoa tse Etellang Pele tsa Setlhahlobo sa Letlalo sa Bokamoso tse Tsoang Chaena

Enjene ea ho Ithuta ka Mochini: Boqapi ba ho Hlahloba ba ho Khanna

Tšobotsi e ikhethang ea lets'oao la MEICET le lets'oao le amanang le lona la ISEMECO ke ho kopanngoa ha Machine Learning ts'ebetsong ea tlhahlobo ea letlalo. Ka ho sebelisa mehlala ea ML, lisebelisoa tsena li ka lemoha maemo a letlalo a bokaholimo le a ka tlase ha li ntse li ithuta ho tsoa li-dataset tse kholo ho ntlafatsa ho nepahala le bokhoni ba ho bolela esale pele ha nako e ntse e ea.

Litšebeliso tsa Bohlokoa tsa ho Ithuta ka Mochini ho Lisebelisoa tsa MEICET:

Ho Ntša Tšobotsi e Tebileng:Sistimi e bohlale ea tlhahlobo e ntša likarolo tse poteletseng, tseo hangata li sa bonahaleng tse amanang le bophelo bo botle ba letlalo—joalo ka tšenyo ea mahlaseli a kotsi a letsatsi, methapo ea mali le ts'ebetso ea baktheria (porphyrin). Bokhoni bona bo bohlokoa bakeng sa ho fana ka tlhahlobo e felletseng le e se nang leeme ea boemo ba letlalo.

Ponelopele ea Lilemo le Boemo:Li-algorithms tsa ML li sekaseka litekanyo tsa hona joale tsa letlalo ho bolela esale pele liphetoho tsa nakong e tlang kapa ho hakanya 'lilemo tsa tlhaho' tsa letlalo khahlanong le lilemo tsa lona tsa tatellano ea liketsahalo. Lintlha tsena li ipaka li le bohlokoa ho etseng merero ea kalafo ea thibelo le ho susumetsa bareki ho nka mehato e potlakileng mesebetsing ea bona ea tlhokomelo ea letlalo.

Kakaretso ea Merabe e sa Tšoaneng le Merabe e Mengata:Jwalo ka khamphani ya matjhaba, Shanghai May Skin Information Technology Co., Ltd. e koetlisa mehlala ya yona ya ML hodima disete tse fapaneng tsa data tsa lefatshe. Sena se netefatsa ho nepahala le ho tshepahala ho hoholo ho pholletsa le mebala e fapaneng ya letlalo le dihlopha tsa merabe, e leng ntho ya bohlokwa bakeng sa ho fumana kamohelo ya lefatshe lohle le ho etella pele mmaraka.

Ntlafatso e Tsoelang Pele ea Algorithmic:Khamphani e nka software ea eona ea tlhahlobo ea mafu e le sehlahisoa se fetohang le se fetohang. "Ho mamela maikutlo ho ntlafatsa mesebetsi ea sehlahisoa ka ho tsoelang pele" ho sebelisoa ka lintlafatso tsa Over-The-Air (OTA), ho lumella lintlha tse ncha tse bokelletsoeng lefatšeng ka bophara ho koetlisa bocha le ho ntlafatsa mehlala ea mantlha ea ML. Sena se tiisa hore lisebelisoa li lula li le boemong ba pele ba saense ea tlhahlobo ea mafu.

Mekhoa ea Indasteri: Sebaka sa Bokamoso sa Tlhokomelo e Bohlale ea Letlalo

Indasteri ea lisebelisoa tsa botle ea litsebi e ntse e fetoha ka potlako, ka bohlale ba maiketsetso le saense ea data li bapala karolo ea bohlokoa haholo. 'Maraka o ntse o fetoha ho tloha lisebelisoa tsa analog ho ea ho litsamaiso tse bohlale tse kopaneng ka botlalo. Shanghai May Skin Information Technology Co., Ltd., e shebaneng le litsamaiso tse tsoetseng pele tsa tlhahlobo ea letlalo, e behiloe ka leano la ho sebelisa mekhoa ena e hlahang.

Mekhoa e Meholo ea Indasteri e Bopang Bokamoso:

Mohlala oa Kliniki ea Pele ea AI:Nakong e tlang, tlhahlobo e tsamaisoang ke AI e tla ba mohato oa pele o hlokahalang kliniking e 'ngoe le e 'ngoe. Sena se fetola karolo ea setsebi ho tloha ho mohlahlobi ea ikemetseng ho ea ho setsebi sa maano se nang le tsebo, se sebelisa temohisiso ea ML ho tataisa liqeto tsa kalafo le ho laola litebello tsa bareki.

Litsamaiso tsa Tikoloho tse Kopaneng tsa Sesebelisoa:Tlhoko ea phallo e se nang sekoli ea data lipakeng tsa liforomo tse fapaneng tsa tlhahlobo le lisebelisoa tsa kalafo e ntse e hola. Likhamphani tse kang Shanghai May Skin, ka pokello ea tsona e pharaletseng ea lihlahisoa, li boemong bo botle ba ho nts'etsapele litharollo tse kopaneng tse ntlafatsang ho nepahala ha kalafo le ho latela liphetho libakeng tse ngata tsa ho ama.

Big Data ho Litlolo tse Ikhethileng:Tlhahlobo ea letlalo e tsamaisoang ke ML e hlahisa bongata bo boholo ba data e nang le granular. "Beauty big data" ena e fetoha letlotlo la bohlokoa bakeng sa lipatlisiso le nts'etsopele ea litlolo, e nolofalletsang bahlahisi ho theha lihlahisoa tse shebaneng haholo, tse thehiloeng bopaking tse fihlelang litlhoko tse itseng tsa demografi tse khetholloang ke lisebelisoa tsa MEICET lefatšeng ka bophara.

Khoebo ea Inthanete le Boeletsi ba Dijithale:Ka theknoloji ea ML e ntseng e tsoela pele, lipuisano tse nepahetseng haholo tsa hole joale lia khoneha. Mokhoa ona o lumella lihlahisoa tsa botle le litleliniki ho atolosa phihlello ea tsona ka li-platform tsa dijithale, tse fanang ka tlhahlobo ea letlalo ea maemo a profeshenale ka lisebelisoa tse hokahaneng, e leng sebaka sa bohlokoa bakeng sa Lihlahisoa tse Etelletseng Pele tsa Skin Analyzer tsa Bokamoso tse Tsoang Chaena.

Phehisano ea Letlalo la Shanghai May le Tšusumetso ea 'Maraka

Ho tloha ha e kena indastering ea tlhahlobo ea letlalo ka 2008, Shanghai May Skin Information Technology Co., Ltd. e hahile pokello e matla ea thepa ea kelello 'me e thehile boteng bo hlahelletseng ba' maraka. Sebopeho sa k'hamphani, se kenyeletsang lihlahisoa tse ikhethileng tse kang MEICET le ISEMECO se lumella ho kenella ka botlalo 'marakeng.

Ho Hlalosa Melemo ea Bohlokoa:

Khokahano ea Software-Hardware:Jwalo ka moetsi le mofani wa ditshebeletso tsa software, khamphani e netefatsa hore di-algorithm tsa yona tsa ML tse ikgethileng di ntlafaditswe bakeng sa disebediswa tse ikgethang tsa optical le tsa ho nka ditshwantsho tsa disebediswa tsa yona. Kopanyo ena e otlolohileng e bohlokwa bakeng sa ho netefatsa botshepehi le ho nepahala ha data ya tlhahlobo e sebetswang ke mehlala ya ML.

Ho Bokella Lintlha ka Lilemo Tse Leshome:Ka boiphihlelo ba lilemo tse fetang 15 indastering ea ho sekaseka letlalo, Shanghai May Skin e bokelletse e 'ngoe ea lilaebrari tse kholo ka ho fetisisa le tse ikhethang ka ho fetisisa tsa data ea letlalo' marakeng. Polokelo ena e kholo ea data e bapala karolo ea bohlokoa ho koetliseng le ho ntlafatseng mehlala e tsoetseng pele ea ML ea k'hamphani.

Boetapele ba Lefatše ba OEM/ODM:Bokhoni ba khamphani ba ho fana ka lits'ebeletso tsa boleng bo holimo tsa OEM le ODM bo bolela hore lik'hamphani tse kholo tsa machaba tsa botle le lisebelisoa tsa bongaka li itšetlehile ka theknoloji ea Shanghai May Skin e le motheo oa lisebelisoa tsa tsona tsa tlhahlobo tse nang le lebitso. Ho tenyetseha hona ha tšebelisano-'moho ho totobatsa tšepo e behiloeng ho ML le manufacturin ea k'hamphani.

Maemo a Ts'ebeliso ea Motheo:

Li-analyzer tsa letlalo tse sebelisang ML li bohlokoa haholo libakeng tsa profeshenale moo ho nepahala ho leng bohlokoa:

Likliniki tsa Botle le tsa Letlalo:E sebelisoa ho lekola maemo a letlalo a seng a ntse a le teng, ho etsa meralo ea kalafo e ikhethileng (mohlala, litlhophiso tsa laser, lintlha tsa ente), le ho latela tsoelo-pele ea mokuli ka bongata ho netefatsa katleho ea kalafo.

Litsi tsa Spa tsa Bongaka le Boiketlo:Ka ho fana ka bopaki bo qaqileng le bo bonahalang ba boemo ba letlalo, lisebelisoa tsena li ntlafatsa haholo phihlelo ea moreki le ho netefatsa liphutheloana tsa litšebeletso tsa boleng bo holimo.

Mabenkele le Mabenkele a Li-boutique tsa Letšoao la Litlolo:Tlhahlobo ea letlalo e tsamaisoang ke ML e fetola lipuisano hore e be liboka tsa maemo a litsebi, e lumellang likhothaletso tse reretsoeng sehlahisoa tse eketsang sekhahla sa phetoho ho latela litlhoko tse tsamaisoang ke data.