15 amazing yam neural networks tau kawm ua

2024 Tus sau: Malcolm Clapton | [email protected]. Kawg hloov kho: 2023-12-17 03:58

Los ntawm kev tsav tsheb mus rau kev tsim masterpieces.

Lub neural network yog ib qho kev txawj ntse uas muaj peev xwm ntawm kev kawm tus kheej. Hauv qee daim ntawv, cov kev pab cuam zoo sib xws muaj Neurocomputer thev naus laus zis: kev xav thiab kev coj ua rov qab rau xyoo yim caum, tab sis thaj chaw no tau txais kev txhim kho sai heev nyob ib puag ncig xyoo 2015. Cov tsev kawm ntawv qib siab xws li Massachusetts thiab Oxford, nrog rau cov tuam txhab loj, xws li Google, tau pib tshawb nrhiav qhov muaj peev xwm ntawm neural networks.

Tam sim no cov thev naus laus zis no muaj rau txhua tus. Thiab tib neeg tau tuaj nrog ntau ntau qhov kev vwm thiab coj txawv txawv rau cov kev pab cuam zoo li no. Nov yog ob peb ntawm lawv.

1. Los ntawm cov ntsej muag ntawm cov neeg tsis muaj nyob

Cov neeg koj pom hauv daim duab saum toj no zoo li muaj tiag, tab sis lawv tsis muaj nyob. Lawv cov duab tsim kev loj hlob ntawm GANs rau kev txhim kho

zoo, stability thiab variation neural network los ntawm NVIDIA. Qhov kev zov me nyuam tau kawm txog cov duab tiag tiag ntawm cov neeg nto moo, thiab vim li ntawd, nws tau kawm yuav ua li cas los tsim cov duab zoo nkauj ntawm lub ntsej muag. Koj tuaj yeem tshawb xyuas koj tus kheej seb nws ua tau zoo npaum li cas.

2. Nyeem kom nrov

Muaj ntau yam thev naus laus zis rau kev sib txuas lus siv cov neural networks. Rau lub hom phiaj no, muaj cov kev pab cuam rau qhov no, piv txwv li, thiab "". Kev hais lus tsim nyob rau hauv txoj kev no yog kua thiab muaj tseeb, thiab muaj ntau yam kev siv rau txoj kev no, los ntawm kev siv dubbing rau qhov pom kev tsis pom kev los tsim audiobooks ntawm tus nqi qis.

3. Tsav tsheb

Ntau lub tuam txhab pom kev tsav tsheb tus kheej yog lub neej yav tom ntej ntawm kev thauj mus los. Audi, Uber, Google, Tesla, Yandex thiab ntau lwm lub tuam txhab muaj lawv tus kheej txoj kev loj hlob hauv cheeb tsam no. Yeej tsis muaj ib qho ntawm cov thev naus laus zis no ua tiav yam tsis muaj neural networks. Lawv pab cov tsheb txiav txim seb qhov chaw cim, cov paib, lwm lub tsheb thiab cov neeg taug kev nyob ntawm txoj kev thiab txiav txim siab raws li cov ntaub ntawv no.

4. Rov qab xim ntawm cov duab thiab yeeb yaj duab

Cov kws tshawb fawb los ntawm Waseda University hauv Tokyo tau tsim kom muaj xim! ib qho kev pab cuam uas ua rau cov duab dub thiab dawb thiab cov yeeb yaj kiab ua xim. Lub neural network tau kawm los txheeb xyuas cov kev xav hauv cov duab (lub ntuj feem ntau yog xiav, ntoo yog ntsuab, thiab lwm yam) thiab pleev xim rau cov khoom hauv cov xim uas tsim nyog.

5. Pom lub ntsej muag dev nyob txhua qhov chaw

Ib qho ntawm thawj neural network thev naus laus zis los ua rau cov neeg tuaj saib dav yog Google's Inceptionism Inceptionism hauv 2015. Nws tau ua tiav cov duab, ntxiv silhouettes ntawm tus dev ntsej muag, lub tsev teev ntuj thiab arches rau lawv. Netizens pib dhau lawv cov duab, cov duab nto moo, yeeb yaj kiab thiab yeeb yaj kiab los ntawm qhov kev pab cuam - nws hloov tawm txawv txawv thiab txaus ntshai.

6. Sau suab paj nruag

Txhua yam ntaub ntawv digital tuaj yeem thauj mus rau hauv neural networks, suav nrog suab paj nruag. Qee cov kws tshawb fawb qhia lawv cov kev pab cuam ntawm cov suab paj nruag uas muaj npe nrov. Cov khoos phis tawj tseem tsis tau tsim cov ntsiab lus tseem ceeb, tab sis lawv luam cov qauv ntawm cov kws ntaus nkauj zoo heev.

7. Ua kom nom tswv hais dab tsi

Ib qho kev txaus ntshai tshaj plaws ntawm kev siv neural networks yog video synthesis, tshwj xeeb tshaj yog nrog cov duab pej xeem. Piv txwv li, cov kws tshawb fawb hauv University of Washington tau tsim Synthesizing Obama: Kawm Lip Sync los ntawm Suab, ib qho kev pab cuam uas tsim Barack Obama lub di ncauj txav raws li cov suab kaw thiab hloov lawv hauv video. Nws hloov tawm heev ntseeg tau.

8. Taug kev

Google lub tuam txhab DeepMind tau ua qhov kev sim. Peb cov duab virtual sib txawv - tib neeg, ib tug pas nrog ob txhais ceg, thiab lub pob nrog plaub ceg - yuav tsum tau kawm taug kev. Lawv tsis muaj ntaub ntawv hais txog yuav ua li cas qhov no ua tiav - tsuas yog txoj haujlwm ntawm kev tau txais los ntawm ib qho mus rau lwm qhov thiab cov sensors uas pab txiav txim siab lawv txoj haujlwm hauv qhov chaw. Tom qab ntau pua teev ntawm kev xyaum, tag nrho peb cov duab tau kawm taug kev, khiav, dhia thiab txav mus rau qhov chaw tsis sib xws.

9. Tswj cov neeg hlau

Cov thev naus laus zis raws li neural networks tau siv dav hauv cov neeg hlau. Piv txwv li, tus neeg hlau tsim los ntawm Disney Research Institute tuaj yeem txav mus tom ntej nrog ib, ob, thiab peb ceg. Thiab cov neeg xa khoom los ntawm Starship Technologies yog taug kev hauv txoj kev, zam kev cuam tshuam thiab cov neeg taug kev.

10. Paub txog kev dag thiab kev noj nyiaj txiag

Ib qho ntawm lub luag haujlwm tseem ceeb ntawm neural networks yog kev paub txog cov qauv, suav nrog kev sib raug zoo ntawm cov xwm txheej. Qhov no muaj txiaj ntsig zoo hauv kev lag luam nyiaj txiag: koj tuaj yeem kwv yees ua haujlwm tsis raug cai ua ntej nws tshwm sim. Piv txwv li, hauv Spain, cov kws tshawb fawb tau tsim Kev Tshawb Fawb Txog Kev Ua Phem Txhaum Cai Hauv Pej Xeem nrog Neural Networks: Kev Ntsuam Xyuas Cov Xeev Spanish, ib qho kev pab cuam uas pab tshawb xyuas kev noj nyiaj txiag hauv cov xeev hauv lub tebchaws. Thiab qee lub tsev txhab nyiaj tab tom tsim Citi Ventures Deploys Machine Learning Thiab Artificial Intelligence Nrog Tib Neeg thiab siv cov txheej txheem uas lees paub daim npav rho nyiaj.

11. Txhais cov ntawv ntawm ib daim duab hauv lub sijhawm

Lub sijhawm tiag tiag cov ntawv txhais lus tau tshwm sim hauv Google Txhais tau ntev, tab sis ob peb tus neeg paub tias nws siv Google Txhais li cas nyem qhov kev kawm tob rau hauv xov tooj neural networks. Nrog lawv cov kev pab, qhov kev zov me nyuam paub cov ntawv thiab lwm cov cim hauv cov duab, txawm tias lawv pom qhov muag plooj, tig ib ncig ntawm lawv cov axis, stylized lossis distorted. Tom qab ntawd daim ntawv thov muab tso rau hauv cov lus thiab kab lus, txhais thiab ua haujlwm rau hauv daim duab. Thiab tag nrho cov no nyob rau hauv ib tug cais thib ob.

12. Hloov kos duab style ntawm ib daim duab mus rau lwm qhov

Hauv xyoo 2016, ntau lub tuam txhab nthuav tawm cov thev naus laus zis rau kev ua cov duab hauv cov yeeb yaj kiab sib txawv. Cov apps zoo li Prisma, DeepArt thiab Ostagram tau tshwm sim. Prisma tso cai rau koj xaiv los ntawm ntau pua lub lim dej ua ntej, thiab Ostagram thiab DeepArt - koj tuaj yeem tso duab lossis duab koj tus kheej, uas yuav ua haujlwm raws li qhov style.

13. Tig cov duab kos rau hauv cov duab tiag tiag

Thaum ntxov 2019, NVIDIA tau nthuav tawm Stroke of Genius: GauGAN Hloov Doodles rau hauv Stunning, Photorealistic Landscapes program uas hloov cov duab los ntawm ob peb daim duab yooj yim rau hauv cov duab ntxaws ntxaws. Tus neeg siv ua ob peb lub strokes, thiab lub neural network tsim ib daim duab los ntawm qhov no, uas los ntawm qhov deb tsis tuaj yeem txawv ntawm daim ntaub tiag tiag ntawm qee tus neeg pleev kob toj roob hauv pes. Hiav txwv, pob zeb, nroog, hav zoov, huab - kaum ob ntawm cov khoom sib txawv tuaj yeem ntxiv rau hauv daim duab. Lub neural network txawm tias nws tus kheej txiav txim siab qhov twg ntxoov ntxoo los yog xav tau.

14. Nyeem daim di ncauj

Cov kws tshawb fawb ntawm Google thiab Oxford University tau tsim LipNet thev naus laus zis LipNet, uas siv cov neural networks los nyeem daim di ncauj. Thiab nws ua qhov tseeb ntau dua li tus neeg. Qhov nruab nrab, cov neeg tsis hnov lus nyeem daim di ncauj nrog 52% qhov tseeb, thiab LipNet nrog 88% raug.

15. Sau ntawv

Cov neeg tau qhia neural networks thiab yuav ua li cas ua haujlwm nrog cov ntawv nyeem. Cov kev pab cuam yog sau los ntawm Deep-speare: Ib qho Kev Sib Koom Neural Model ntawm Poetic Language, Meter thiab Rhyme paj huam, cov dab neeg luv luv, cov ntawv cuav rau Wikipedia, cov ntawv sau rau serials (piv txwv li, rau Cov Phooj Ywg).

Thiab nyob rau hauv 2016, lub ntiaj teb thawj zaj duab xis luv luv Sunspring tau tso tawm, tsab ntawv uas tau sau los ntawm kev txawj ntse txawj ntse. Cinema yog qhov tsis muaj qab hau kiag li: cov khoos phis tawj tseem tab tom tawm tsam los tsim. Tab sis leej twg paub, tej zaum tom qab ob peb xyoos txoj hauj lwm ntawm tus kws tshuaj ntsuam yuav raug txo kom kho cov hauj lwm tsim los ntawm lub tshuab.