Kuphunzira kwa Makina Opangira Ma Decoding: Mkati mwa Luntha la Zamtsogolo Zogulitsa Zotsogola Zowunikira Khungu Kuchokera ku China

Injini Yophunzirira Makina: Kuyendetsa Zatsopano Zofufuza

Chinthu chodziwika bwino cha mtundu wa MEICET ndi mtundu wake wa ISEMECO ndi kuphatikiza kwa Machine Learning mu njira yowunikira khungu. Pogwiritsa ntchito mitundu ya ML, zipangizozi zimatha kuzindikira momwe khungu lilili pamwamba ndi pansi pomwe zikuphunzira kuchokera ku deta yayikulu kuti ziwonjezere kulondola ndi luso lolosera pakapita nthawi.

Kugwiritsa Ntchito Kwambiri kwa Kuphunzira kwa Makina mu Zipangizo za MEICET:

Kuchotsa Mbali Yozama:Dongosolo lanzeru lowunikira limachotsa zinthu zosaoneka bwino, zomwe nthawi zambiri sizimaoneka zokhudzana ndi thanzi la khungu—monga kuwonongeka kwa UV, mitsempha yamagazi, ndi ntchito ya mabakiteriya (porphyrin). Mphamvu imeneyi ndi yofunika kwambiri popereka kuwunika kwathunthu komanso kopanda tsankho kwa khungu.

Kuneneratu Zaka ndi Mkhalidwe:Ma algorithm a ML amasanthula ziwerengero za khungu zomwe zilipo kuti alosere kusintha kwa mtsogolo kapena kuyerekezera 'zaka zamoyo' za khungu poyerekeza ndi zaka zake. Deta iyi ndi yothandiza popanga mapulani ochizira matenda ndikulimbikitsa makasitomala kuti achitepo kanthu mwachangu pazochitika zawo zosamalira khungu.

Kufotokozera Anthu Osiyanasiyana Mitundu ndi Mitundu Yosiyanasiyana:Monga kampani yapadziko lonse lapansi, Shanghai May Skin Information Technology Co., Ltd. imaphunzitsa mitundu yake ya ML pa ma data osiyanasiyana padziko lonse lapansi. Izi zimatsimikizira kulondola kwakukulu komanso kudalirika pakati pa mitundu yosiyanasiyana ya khungu ndi mafuko, zomwe ndizofunikira kuti anthu avomerezedwe padziko lonse lapansi komanso kutsogolera msika.

Kukonza Kosalekeza kwa Algorithm:Kampaniyo imaona mapulogalamu ake ofufuza matenda ngati chinthu chosinthika komanso chosinthika. "Kumvetsera mayankho kuti zinthu ziyende bwino nthawi zonse" kumachitika kudzera mu zosintha za Over-The-Air (OTA), zomwe zimathandiza kuti deta yatsopano isonkhanitsidwe padziko lonse lapansi kuti iphunzitsenso ndikusintha mitundu yayikulu ya ML. Izi zimatsimikizira kuti zipangizozi zimakhalabe zapamwamba kwambiri pa sayansi yofufuza matenda.

Zochitika Zamakampani: Mtsogolo mwa Kusamalira Khungu Mwanzeru

Makampani opanga zida zokongoletsa aukadaulo akusintha mwachangu, ndipo nzeru zopanga ndi sayansi ya deta zikuchita gawo lofunika kwambiri. Msika ukusuntha kuchoka pa zida za analogi kupita ku zachilengedwe zanzeru komanso zogwirizana. Shanghai May Skin Information Technology Co., Ltd., yomwe imayang'ana kwambiri makina apamwamba owunikira khungu, ili pamalo abwino kuti igwiritse ntchito bwino njira zatsopanozi.

Zochitika Zazikulu Zamakampani Zomwe Zikuumba Tsogolo:

Chitsanzo cha AI-First Clinic:M'tsogolomu, kuzindikira matenda pogwiritsa ntchito AI kudzakhala gawo loyamba lofunikira m'chipatala chilichonse. Izi zimasintha udindo wa katswiri kuchoka pa wowunika payekha kupita pa katswiri wodziwa bwino ntchito, pogwiritsa ntchito nzeru za ML kutsogolera zisankho zamankhwala ndikuwongolera zomwe makasitomala amayembekezera.

Zachilengedwe Zogwirizana ndi Zipangizo:Kufunika kwa deta yoyenda bwino pakati pa nsanja zosiyanasiyana zodziwira matenda ndi zida zochizira matenda kukukulirakulira. Makampani monga Shanghai May Skin, omwe ali ndi zinthu zambiri zogulitsa, ali pamalo abwino opangira njira zophatikizira zomwe zimathandizira kulondola kwa chithandizo ndikutsatira zotsatira m'malo osiyanasiyana.

Zambiri Zazikulu mu Zodzoladzola Zopangidwira Munthu:Kusanthula khungu koyendetsedwa ndi ML kumapanga zambirimbiri za deta yozungulira. "Deta yayikulu yokongola" iyi ikukhala chuma chofunikira kwambiri pa kafukufuku ndi chitukuko cha zokongoletsa, zomwe zimathandiza opanga kupanga zinthu zowunikira kwambiri, zochokera ku umboni zomwe zimakwaniritsa zosowa za anthu zomwe zadziwika ndi zida za MEICET padziko lonse lapansi.

Kupereka Uphungu pa Zamalonda Pa Intaneti ndi Pa Intaneti:Popeza ukadaulo wa ML ukupita patsogolo, tsopano ndizotheka kukaonana ndi anthu akutali molondola kwambiri. Izi zimathandiza kuti makampani okongola komanso zipatala zifike pamalo awo kudzera pa nsanja za digito, zomwe zimapereka kusanthula khungu kwaukadaulo kudzera pazida zolumikizidwa, gawo lofunika kwambiri pa Zogulitsa Zotsogola Zowunikira Khungu Zochokera ku China.

Mpikisano wa Shanghai May Skin ndi Zotsatira Zake Pamsika

Kuyambira pomwe idalowa mumakampani opanga zinthu zowunikira khungu mu 2008, Shanghai May Skin Information Technology Co., Ltd. yamanga mbiri yolimba ya umwini wazinthu zanzeru ndipo yakhazikitsa msika wodziwika bwino. Kapangidwe ka kampaniyo, komwe kumaphatikizapo mitundu yapadera monga MEICET ndi ISEMECO, kumalola kuti msika ulowerere bwino.

Kufotokozera Ubwino Waukulu:

Mgwirizano wa Mapulogalamu ndi Zida:Monga wopanga komanso wopereka chithandizo cha mapulogalamu, kampaniyo imaonetsetsa kuti ma algorithm ake a ML akonzedwa bwino kuti agwirizane ndi zida zinazake zowunikira komanso zojambula za zida zake. Kuphatikiza koyima kumeneku ndikofunikira kwambiri kuti zitsimikizire kudalirika ndi kulondola kwa deta yowunikira yomwe imakonzedwa ndi mitundu ya ML.

Kusonkhanitsa Deta kwa Zaka Khumi:Ndi zaka zoposa 15 zaukadaulo mumakampani owunikira khungu, Shanghai May Skin yasonkhanitsa imodzi mwa malaibulale akuluakulu komanso apadera kwambiri azidziwitso za khungu pamsika. Malo osungira deta ambiriwa ali ndi gawo lofunika kwambiri pophunzitsa ndikuwongolera mitundu yapamwamba ya ML ya kampaniyo.

Utsogoleri wa OEM/ODM wapadziko lonse:Kuthekera kwa kampaniyo kupereka ntchito zapamwamba za OEM ndi ODM kumatanthauza kuti makampani akuluakulu apadziko lonse lapansi okongoletsa ndi zida zamankhwala amadalira ukadaulo wa Shanghai May Skin ngati maziko a zida zawo zodziwira matenda. Kusinthasintha kumeneku kukuwonetsa kudalira komwe kuli mu ML ndi manufacturin a kampaniyo.

Zochitika Zoyambira Zogwiritsira Ntchito:

Zoyezera khungu zoyendetsedwa ndi ML ndizofunikira kwambiri m'malo omwe akatswiri amafunikira kwambiri:

Zipatala Zokongoletsa ndi Zakhungu:Amagwiritsidwa ntchito poyesa matenda a pakhungu omwe analipo kale, kusintha mapulani a chithandizo (monga, kukonza laser, malo obayira jakisoni), ndikutsatira momwe wodwalayo akuyendera kuti atsimikizire momwe chithandizocho chikugwirira ntchito.

Malo Ochitira Zachipatala ndi Malo Ochitira Umoyo Wabwino:Mwa kupereka umboni wokwanira komanso wowoneka bwino wa momwe khungu lilili, zipangizozi zimawonjezera kwambiri zomwe kasitomala amakumana nazo komanso zimatsimikizira ma phukusi a ntchito zamtengo wapatali.

Masitolo ndi Masitolo Ogulitsa Zodzikongoletsera:Kusanthula khungu koyendetsedwa ndi ML kumasintha zokambirana kukhala magawo a akatswiri, zomwe zimathandiza kuti pakhale malangizo okhudzana ndi zinthu zomwe zimawonjezera kuchuluka kwa kusintha kutengera zosowa za deta.