Ngabe I-Algorithm ye-AI ibonisa ukwethembeka kokuhlaziywa kokudla?

Isingeniso Sokuhlaziywa Kokudla Kwe-AI

I-Artificial Intelligence (AI) ibonile intuthuko enkulu ezindaweni ezihlukahlukene, kubandakanywa impilo, ezemali, kanye nes recent, ukudla. Ukunemba kokuhlaziywa kokudla kwe-AI kube yinto ephakeme njengoba ikhombisa ukuguqula indlela esiqonda ngayo ukuntuleka kwe-caloric nokwakheka kwezokudla. Ama-algorithm we-AI aqeqeshwe ngezinsiza ezinkulu angahlaziya izithombe zokudla, amaresiphi, noma ama-labels ezokudla ukuze abale okuqukethwe kwe-caloric nokuhlaziywa kwama-macro-nutrient ngama-precision ahlukahlukene.

Imikhuba Yamanje Ye-AI Ekudleni Ukuhlaziywa

Ukuhlaziywa kokudla kwe-AI kuvamise ukufaka izithombe ze-computer vision kanye nama-algorithms we-machine learning ahlukanisa izinto zokudla ngokusekelwe ezinsizeni zokufundisa. Lezi zinsiza zivame ukuba nezithombe ezingu-1000 ezibhalwe ngemininingwane yezokudla. Ngokwesibonelo, ucwaningo olushicilelwe kwiJournal of Food Science ngo-2019 lubonise ukuthi ukusebenzisa ama-convolutional neural networks (CNN) kungahlaziya izithombe zokudla ngokuqina okungafinyelela ku-85% ekuqapheliseni nasekuhlukaniseni izinto zokudla.

Ukuqonda Ukunemba Kwe-AI Ngocwaningo

Izifundo zakamuva ziveza kokubili amakhono aqhamukayo kanye nemikhawulo ye-AI ekuhlaziyeni ukudla. Ukuhlolwa okuyinhloko okukhishwe kwiNutrients ngo-2021 kuhlaziye izifundo ezingaphezu kwengu-50 ezibheke ukusebenza kwe-AI ekuhloleni ukudla. Ukuhlaziywa kuphumelele ukuthi nakuba izindlela ze-AI zingathola ukunemba okukhulu (cishe u-77% kuya ku-90%) ezindaweni ezilawulwayo, izinhlelo zomhlaba jikelele zivame ukukhiqiza ukunemba okuphansi ngenxa yezinguquko eziningi ezingalawulwa, njengokuhlukana kwezithako nokudla okuhlanganyelwe.

Izingqinamba Ekuthengiseni Kokuhlaziywa Kwe-AI

Enye yezinkinga ezinkulu ekuhlaziyweni kokudla kwe-AI ukwehlukahluka kokupheka, ukupheka, nokukhonza. Izicwangciso zingahluka ngokweqile, kudala ukuveza amaphoyinti wokuntuleka kwama-calories. Lezi zinguquko zibeka ubunzima ekuqeqesheni ama-algorithm e-AI ngoba lezi zinhlelo zisebenzisa idatha ecacile, ehlelekile ukuze zenze ukuhlaziya okunembile.

Imiphumela Yezamakhono Kubacwaningi Nabasebenzisi

Imiphumela yokwenza kahle kokuhlaziwa kokudla kwe-AI ihluke kokukhawuliwe, uhambisana nezempilo, iziphakamiso zokudla, namasu okuphatha isisindo. Abacwaningi basebenzisa ukuhlaziywa kokudla kwe-AI ezinhlelweni zokufaka ukudla, behlola ukuthi bangawathola kangakanani abantu ezindaweni zabo?

Izinto Ezizayo Nezamo Zokuhlaziywa Kokudla Kwe-AI

Isimo sokuhlaziywa kokudla kwe-AI siqhubeka sithuthuka. Intuthuko emisha emishinini yokufunda kanye ne-computer vision ethuthukile ibonisa ukufaka ukukhiqizwa kahle kwezinhlaka zokuhlaziywa kokudla. Imikhiqizo emisha efana ne-augmented reality (AR) kanye nezobuchwepheshe ze-3D scanning kungase kusinikeze izinsiza ezinemininingwane eningi ngokwakha iphrofayili yedlu elinamaphoyinti amaningi.

Ukuhlola Amathuluzi Okufakazela I-AI Yokuhlaziywa Kokudla

Ngesikhathi ukhetha ithuluzi lokuhlaziywa kokudla kwe-AI, kubalulekile ukuthi iqhathanise ubuchwepheshe obuyisisekelo nemiklamo yokukhulumisana. Amathuluzi afana ne-Nutritionix ne-Yummly abika amabanga wokwethembeka angaphezu kuka-80%, kodwa awazitholi. Abasebenzisi kufanele bafunde ukubuyekezwa, babheke izinkomba zocwaningo, futhi kungenzeka basebenzise amathuluzi amaningi ukuze baqinisekise.

Frequently Asked Questions

Ngabe i-AI ihlaziya ukudla kanjani ukuze ibone okuqukethwe kwezokudla?

I-AI ihlaziya ukudla ngokusebenzisa amandla okufunda komshini kanye nokubona okunengqondo ukuze ibonise izinto zokudla ezithombeni. Lezi zinhlelo zifundiswa ngemininingwane eminingi ethwele ezincwadini zokuhlukahluka nokuhlinzeka ngamaphuzu.

Iyini ukukhiqizwa okujwayelekile kokuhlaziywa kokudla kwe-AI?

Ukukhiqizwa kokuhlaziywa kokudla kwe-AI kungahluka kusuka ku-77% kuya ku-90% kuye ngokwendlela enembile yokudla nezithombe, nezinto ezitholakala kalula zibonisa izinga eliphezulu lokwakhiwa.

Iyini yezimfuno zokuphila eziyinqaba ezithinta ukunemba kokuhlaziywa kokudla kwe-AI?

Izimfuno zifaka phakathi ukuhweba kwezindlela zokupheka, izici zokuphatha, kanye nendlela ezithombeni esebenzisa, okwenza kube nzima ukuhlaziya.

Abasebenzisi bangathuthukisa kanjani ukunemba kokuhlaziywa kokudla kwe-AI?

Abasebenzisi bangathuthukisa ukunemba ngokuhlinzeka ngezithombe ezikhanyayo, ezicacile nezinsiza zokuhlola izicwangciso, ukwenza kube noma ngabe boko bempumelelo.

Izinqumo ezizayo ezingalindelekile kuhlaziywa kokudla kwe-AI?

Izinqumo ezizayo zingabandakanya amathuluzi wezindawo ezikhanyisayo, izobuchwepheshe ze-3D scanning, kanye nezinkontileka zobuchwepheshe obuthuthukisiwe.

Thola amandla e-AI ekuhlaziyeni ukudla ne-Cal AI. Thatha isithombe sezithako zakho ukuze uhlole ama-calories, ubone ama-proteins, ama-carbs, ne-fat, bese uhlole izinjongo zakho zokudla ngendlela engcono.