Umtapo wezincwadi we-AI wamahhala

I-AI ebonakalayo abaqondisiMahhala phakade.

133 imihlahlandlela yesiNgisi esicacile, izindlela zokufunda ezihlelekile, nomtapo wolwazi ovulekile — wakhiwe inhlangano engenzi nzuzo ye-501(c)(3) ezimele ukuze noma ubani aqonde i-AI yesimanje.

133Iziqondiso zamahhala

1Amathrekhi esihloko

~2 minNgomhlahlandlela

~4hIsikhathi sokufunda

Qala lapha

Ezinhlanu izifundo ezisekelwe emiphumeleni

Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.

I-AI Foundations

Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.

~4h ukuqedelaBuka inkambo

Umsebenzisi we-AI onesibophezelo

Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.

~5h ukuqedelaBuka inkambo

I-AI emsebenzini

Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.

~6h ukuqedelaBuka inkambo

Inqubomgomo ye-AI Nomphakathi

Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.

~6h ukuqedelaBuka inkambo

Ukwakha nge-AI Systems

Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.

~8h ukuqedelaBuka inkambo

Amathrekhi esihloko

Phequlula ngethrekhi

Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.

OkuyisisekeloImiqondo eyinhloko: ukuthi i-AI isebenza kanjani ezingeni eliphezulu.84 abaqondisi Ulimi lwe-AIAma-LLM, i-NLP, i-ChatGPT, ukwaziswa, nokuqonda umbhalo.155 abaqondisi I-AI ebonakalayoUkwakhiwa kwesithombe, umbono wekhompyutha, ividiyo, kanye nomklamo.133 abaqondisi Umsindo we-AIIzwi, umculo, i-podcasting, kanye ne-AI yokuqala yomsindo.117 abaqondisi IzinkampaniAmaphrofayili we-OpenAI, Anthropic, Google, Meta, nokunye.121 abaqondisi Izinhlelo zokusebenzaIvela kanjani i-AI ekubhaleni amakhodi, usesho, ama-ejenti, nempilo yansuku zonke.111 abaqondisi IzimboniI-AI kwezokunakekelwa kwempilo, ezezimali, imfundo, amandla, nokuningi.91 abaqondisi UbuchwephesheAma-chips, ukulungisa kahle, i-RAG, ama-vector, nengqalasizinda ye-AI.177 abaqondisi UmphakathiUkuchema, ubumfihlo, i-copyright, ukuphepha, nekusasa le-AI.30 abaqondisi

Umtapo wolwazi ogcwele

Zonke iziqondiso

133 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.

I-AI ebonakalayo

Ukuqonda Kwevidiyo

Video understanding analyzes visual and sometimes audio information across time.

2 min fundaFunda

I-AI ebonakalayo

I-Multimodal Search

Multimodal search retrieves information across forms such as text, images, audio, and video.

2 min fundaFunda

I-AI ebonakalayo

Idokhumenti AI

Document AI extracts and interprets information from files such as forms, reports, invoices, and scanned pages.

2 min fundaFunda

I-AI ebonakalayo

Wasserstein GAN

I-Wasserstein GAN (WGAN) idizayina kabusha inhloso yokuqeqeshwa ye-GAN esebenzisa ibanga le-Wasserstein esikhundleni sokulahlekelwa okuyi-min-max kwasekuqaleni.

2 min fundaFunda

I-AI ebonakalayo

Ama-GAN anemibandela

Ama-GAN anemibandela (cGANs) anweba ama-GAN ajwayelekile ngokuphakela ulwazi olwengeziwe, njengelebula yekilasi noma umbhalo, kukho kokubili ijeneretha nombandlululi.

2 min fundaFunda

I-AI ebonakalayo

I-Pix2Pix yokuhumusha isithombe-kuya-esithombeni

I-Pix2Pix iyi-GAN enemibandela efunda ukuhumusha uhlobo olulodwa lwesithombe lube kolunye, njengokuguqula umdwebo ube isithombe noma imephu ibe umbono wesathelayithi.

2 min fundaFunda

I-AI ebonakalayo

Ukufakwa Umbala Kwesithombe

Ukufakwa kombala kwesithombe kusebenzisa i-AI ukwengeza umbala ozwakalayo, ongokoqobo ezithombeni ezimnyama nokumhlophe nefilimu.

2 min fundaFunda

I-AI ebonakalayo

Isakhiwo esivela ku-Motion

Isakhiwo esivela ku-Motion (SfM) sakha kabusha i-3D scene geometry kanye nokuma kwekhamera kusukela kusethi yezithombe ezigqagqene ze-2D ezithathwe emibonweni ehlukene.

2 min fundaFunda

I-AI ebonakalayo

I-Multi-View Stereo

I-Multi-View Stereo (MVS) ithatha izithombe eziningi ezilinganiselwe zesigcawu futhi ikhiqize ukwakhiwa kabusha kwe-3D eminyene ngokulinganisa ukujula cishe kuwo wonke amaphikseli.

2 min fundaFunda

I-AI ebonakalayo

Amasampula e-DDPM kanye ne-DDIM

I-DDPM ne-DDIM izindlela ezimbili zokuqalisa inqubo ehlehlayo yemodeli yokusabalalisa, ukuguqula umsindo ongahleliwe wenze isithombe ngesinyathelo ngesinyathelo.

2 min fundaFunda

I-AI ebonakalayo

Amamodeli Okukhiqiza Asuselwa kumaphuzu

Amamodeli akhiqizayo asuselwa kumaphuzu adala idatha ngokufunda i-gradient yokusabalalisa idatha - isiqondiso esenza noma iyiphi isampuli enomsindo ibukeke njengeyangempela...

2 min fundaFunda

I-AI ebonakalayo

Ibanga le-Fréchet Inception

I-Fréchet Inception Distance (FID) iyimethrikhi ejwayelekile yokwahlulela ukuthi isethi yezithombe ezikhiqiziwe ingokoqobo futhi ihlukahluka kangakanani.

2 min fundaFunda

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