Imodeli ekudivayisi yokulanda kokuqala ichaziwe
Isikhathi sokuqala uma usebenzisa i-Easy Background Remover, ungase ubone ukulinda okufushane ngenkathi imodeli ye-AI ekudivayisi ilanda. Leso sikhathi sidida abantu ngoba umkhiqizo wakhiwe eduze kwama-cutout wasendaweni.
Lawo maqiniso amabili awangqubuzani.
- Ukugijima kokuqala kungase kudinge ifayela eliyimodeli.
- Ukususwa kwangemuva kwansuku zonke kuklanyelwe ukusebenza esipheqululini sakho ngemva kwalokho.
Kusho ukuthini “indawo” lapha
Indawo isho iluphu yokusika — isithombe esivulekile, susa ingemuva, yenza ngcono, thekelisa — iklanyelwe ukugcina umsebenzi we-pixel endaweni yesiphequluli esikhundleni sokulayisha zonke izithombe ku-API yokusika ekude.
Akusho akusho kusho ukuthi i-Chrome ayilokothi ithinte inethiwekhi. Izandiso zisalayisha amafa azo. Ukulanda imodeli kokuqala kuyingxenye yokwenza amaseshini akamuva abe sendaweni.
Kungani ukulanda kwenzeka nhlobo
Imodeli ekudivayisi iyi-tradeoff:
- ukulanda kwesikhathi esisodwa (noma ngezikhathi ezithile).
- bese usebenzisa kabusha kusuka kunqolobane kumaseshini akamuva
- izizathu ezimbalwa zokuthumela izithombe ezijwayelekile kuseva ukuze uthole incazelo
Lokho kwehlukile “ekulayisheni zonke izithombe ngaso sonke isikhathi.”
Okufanele ukulindele
Okuhlangenwe nakho okuvamile kokuqala:
- Faka futhi uvule umhleli.
- Linda ngenkathi imodeli ilanda uma ingakagcinwa kunqolobane okwamanje.
- Cubungula izithombe endaweni ngemuva kokuthi imodeli isitholakala.
- Amaseshini akamuva ngokuvamile aweqa ukulinda okude kokuqala.
Izibuyekezo zingacupha okunye ukulanda uma imodeli ishintsha.
Yini lena engekho
Ukulanda kokuqala akukona:
- ubufakazi bokuthi izithombe zakho zilayishwa ukuze kucatshangelwe i-cutout
- isango lokubhalisa lesithombe ngasinye
- isipina senqubekelaphambili esihlala njalo kukho konke ukwethulwa
Uma amaseshini akamuva eqhubeka ehluleka ngaphambi kokuthi kuqale noma yimuphi umsebenzi wesithombe, leyo yinkinga yokuxazulula inkinga, hhayi idizayini evamile.
Imithelela esebenzayo yezingxoxo eziyimfihlo
Uma othile ebuza ukuthi “ingabe kuyindawo?”, impendulo enembile ithi:
- ukucubungula kuklanyelwe ukusebenza kudivayisi esipheqululini
- Ukwethulwa kokuqala kungadawuniloda imodeli edingekayo kulowo msebenzi wasendaweni
- Umlando omfushane wendawo/ukuziphatha kwenqolobane kungaba khona kusendlalelo sokulondoloza isiphequluli
Lawo magama acacile kuneziqubulo eziphelele.
Amaphutha ajwayelekile
Iphutha 1: ukuphatha noma yimuphi umsebenzi wenethiwekhi njengokuthi “okungekona okwasendaweni”
Ukulanda kwefa/imodeli kanye nokulayishwa kwesithombe ngasinye ukuze kucatshangelwe ukuziphatha okuhlukile.
Iphutha lesi-2: sicabanga ukuthi konke ukwethulwa kufanele kuphinde kulandwe kabusha
Ukulondoloza isikhashana kukhona ukuze amaseshini akamuva akwazi ukusebenzisa imodeli.
Iphutha 3: ukuqala ukuhlela okunzima ngesikhathi sokusetha okungaphelele kokuqala
Vumela imodeli iqede, bese uhlola ikhwalithi yokusika.
Iphutha 4: ukuxuba izimangalo zomkhiqizo kuwo wonke amakhasi
Ikhaya, Ubumfihlo, kanye namakhasi okusebenza kufanele ahlale engaguquki mayelana nalokhu kuhwebelana.
Ithebula elisheshayo
| Isikhathi | Ngokuvamile kwenzekani |
|---|---|
| Ukwethulwa kokuqala | Ukulandwa kwemodeli okungenzeka |
| Ukusetshenziswa okujwayelekile kamuva | Iluphu ye-cutout yendawo enemodeli egcinwe kunqolobane |
| Isibuyekezo sesandiso/imodeli | Okungenzeka ukulanda okusha |
| Ukuthunyelwa kwesithombe | Landa i-PNG yendawo noma ikhophi yebhodi lokunamathisela |
Ukuze uthole umzila obanzi, bona Indlela ukususwa kwengemuva lendawo okusebenza ngayo. Ukuze uthole amagama athembekile, bona Ubumfihlo nokucutshungulwa kwendawo.