Video: Kev kawm tob tob yog dab tsi?
2024 Tus sau: Lynn Donovan | [email protected]. Kawg hloov kho: 2023-12-15 23:47
Kev kawm tob yog lub tshuab kev kawm cov txheej txheem uas kawm cov yam ntxwv thiab cov haujlwm ncaj qha los ntawm cov ntaub ntawv. Cov ntaub ntawv no tuaj yeem suav nrog cov duab, ntawv nyeem, lossis suab. Cov yees duab siv ib qho piv txwv duab pom teeb meem los piav qhia li cas kev kawm tob algorithms kawm los faib cov duab nkag mus rau hauv pawg tsim nyog.
Ntawm no, qhov tseeb yog kev kawm tob?
Kev kawm tob yog ib qho kev txawj ntse txawj ntse uas ua raws li kev ua haujlwm ntawm tib neeg lub hlwb hauv kev ua cov ntaub ntawv thiab tsim cov qauv siv rau kev txiav txim siab. Kuj hu ua tob neural kev kawm los yog tob neural network.
Tom qab ntawd, lo lus nug yog, kev kawm tob yog dab tsi thiab nws ua haujlwm li cas? Kev kawm tob yog a tshuab kev kawm txoj kev. Nws tso cai rau peb los cob qhia AI los kwv yees cov txiaj ntsig, muab cov txheej txheem nkag. Ob tus saib xyuas thiab tsis saib xyuas kev kawm tuaj yeem siv los cob qhia AI. Peb yuav kawm li cas kev kawm tob ua haujlwm los ntawm kev tsim ib lub dav hlau hypothetical daim pib nqi kwv yees kev pab cuam.
Qhov thib ob, kev kawm tob tob yog dab tsi?
Kev kawm tob (tseem hu ua tob kev tsim kho kev kawm los yog hierarchical kev kawm ) yog ib feem ntawm tsev neeg dav ntawm lub tshuab kev kawm cov txheej txheem raws li kev dag neural networks . Tshwj xeeb, neural networks zoo li zoo li qub thiab cim, thaum lub paj hlwb ntawm cov kab mob uas muaj sia nyob feem ntau yog dynamic (yas) thiab analog.
Dab tsi yog kev siv GPU hauv kev kawm tob?
GPU (Graphics Processing Unit) yog suav tias yog lub plawv ntawm Kev kawm tob , ib feem ntawm Artificial Intelligence. Nws yog ib tug chip processor siv rau cov Graphical thiab lej suav ntau uas tso cai rau CPU mus rau lwm txoj haujlwm.
Pom zoo:
Dab tsi yog qhov tseeb hauv kev kawm tob?
Hauv kev kawm tshuab, lo lus 'groundtruth' yog hais txog qhov tseeb ntawm qhov kev cob qhia cov txheej txheem rau kev saib xyuas kev kawm. Lub sij hawm 'ground truthing' yog hais txog cov txheej txheem ntawm kev sau cov ntaub ntawv lub hom phiaj (provable) rau qhov kev xeem no. Muab piv nrog goldstandard
Kev kawm tob tob ua li cas?
Kev kawm tob yog ib qho kev kawm tshuab uas qhia cov khoos phis tawj kom ua li cas los ntawm tib neeg: kawm ua piv txwv. Kev kawm tob yog ib qho keytechnology tom qab tsav tsheb tsis muaj tsheb, ua rau lawv paub txog qhov chaw nres tsheb, lossis kom paub qhov txawv ntawm tus neeg taug kev los ntawm alamppost
Dab tsi yog pruning hauv kev kawm tob?
Pruning yog ib qho txheej txheem hauv kev kawm sib sib zog nqus uas pab txhim kho cov kev sib txuas me me thiab muaj txiaj ntsig zoo dua. Nws yog ib qho qauv optimization txheej txheem uas yuav tshem tawm qhov tseem ceeb ntawm qhov hnyav tensor
Kev kawm tob hauv kev kho mob yog dab tsi?
Deep Learning Applications in Healthcare Deep learning techniques siv cov ntaub ntawv khaws cia hauv EHR cov ntaub ntawv los daws ntau qhov kev txhawj xeeb txog kev noj qab haus huv xws li txo tus nqi ntawm kev kuaj mob tsis raug thiab kwv yees qhov tshwm sim ntawm cov txheej txheem
Puas yog kev kawm tob tob?
Kev kawm tob yog ib qho yooj yim yog tias koj xav tau ib yam dab tsi los ua haujlwm. Kev kawm tob yog qhov nyuaj heev yog tias koj xav kom nws ua haujlwm zoo. Nov yog qee qhov kev sib tw qhib hauv kev kawm tob