Ukuqeqeshwa kwemodeli
Ithegi yethuluzi le-AIEZZ
Ubheka imikhiqizo ye-AI enethegi ethi “Ukuqeqeshwa kwemodeli”, enemiphumela efanayo engu-4.
awenAmathuluzi okudweba nge-AIawen iyithuluzi lokudweba nge-AI elenzelwe umsebenzi wokudala, elihlanganisa umsizi wezwi we-AI nokugeleza komsebenzi kwe-Photoshop. Abasebenzisi bangachaza imigomo yokudala ngengxoxo yezwi, bese benza imisebenzi efana nokuhlela izithombe, ukukhiqiza amavidiyo nokubhala okuqukethwe endaweni efanayo yokusebenza. Lilungele abaklami abazimele, amaqembu okudala, ama-ejensi okukhangisa, kanye namabhizinisi afuna ukuhlanganisa amakhono e-AI emikhiqizweni noma ezinqubweni ezikhona. Umkhiqizo unikeza izindlela zamahhala nezikhokhelwayo, usekela ukuqeqeshwa kwamamodeli e-AI agxile kwisitayela somuntu siqu noma kubunikazi obubonakalayo bomkhiqizo, futhi ungasebenzisa amamodeli afana ne-GPT-4, Imagen 4 ne-Veo2. Ekusetshenzisweni kwangempela, imiphumela ekhiqiziwe isadinga ukuhlolwa ngumuntu, kanti imisebenzi eyinkimbinkimbi ingase idinge ulwazi oluthile lokuklama nokucubungula kwangemva kokukhiqiza kumsebenzisi.017.5
EverArtAmathuluzi okudweba nge-AII-EverArt iyithuluzi lokudweba le-AI elenzelwe ukuhamba komsebenzi wokusungula ochwepheshe, eligxile ekuxazululeni inkinga yokungaguquguquki kwesitayela kokuqukethwe okukhiqiziwe. Abasebenzisi bangalayisha izithombe ezithile, baqeqeshe amamodeli enziwe ngokwezifiso agxile esitayeleni sokudweba, entweni noma kumuntu, bese besebenzisa lawo modeli ukukhiqiza okuqukethwe okubonakalayo. Inkundla iphinde isekele ukuhlanganisa amamodeli ahlukene futhi inikeze amathuluzi okucubungula ngemva kokukhiqiza, njengokuhlela izithombe okuhlakaniphile nokukhulisa ukucaca. Ilungele abanikazi bemikhiqizo, abaklami kanye namaqembu okukhangisa, ekwenzeni izithombe zeziphakamiso, izinto zokukhangisa nokuqukethwe okubonakalayo okuhlelekile. Imiphumela incike enanini, kwikhwalithi nasohlobo lwezinto zokuqeqesha; imithetho ethile yokuqeqesha kanye nemikhawulo yokuphumayo kusadingeka iqinisekiswe ngokwencazelo yamanje yenkundla.048
liblib AIAmathuluzi okudweba nge-AIliblib AI iyithuluzi lokudweba nge-AI elenzelwe abadali bezithombe, futhi ihlinzeka ngemisebenzi yokwabelana ngamamodeli nokuxhumana emphakathini. Inkundla isekelwe ezinqubweni zokusebenza ezihlobene ne-Stable Diffusion, lapho abasebenzisi bengaphequlula khona amamodeli, bakhethe isixhumi esibonakalayo sokudweba ku-inthanethi, bakhiqize okuqukethwe ngokusebenzisa umbhalo uye esithombeni noma isithombe siye esithombeni, futhi bashicilele imisebenzi noma amamodeli emphakathini. Inkundla iphinde isekele ukulayishwa kwezithombe ukuze kuqeqeshwe amamodeli e-LoRA omuntu siqu, kanye nokuguqulwa kombhalo ube yividiyo nesithombe sibe yividiyo. Ilungele abaklami, ababhali bokuqukethwe abazimele, abathandi be-anime nabafundi bokudweba nge-AI, futhi ihlinzeka ngezindlela zamahhala nezikhokhelwayo. Imiphumela yangempela ithonywa ukukhethwa kwemodeli, amagama okuqondisa nezilungiselelo zamapharamitha, ngakho imiphumela ekhiqiziwe isadinga ukukhethwa nokulungiswa ngesandla.0169
UltralyticsAmathuluzi okudweba nge-AII-Ultralytics iyinkundla yamathuluzi yokuthuthukisa umbono wekhompyutha, ehlinzeka ngokugeleza komsebenzi kusukela ekuphathweni kwedatha, ekuqeqeshweni kwamamodeli kuya ekusetshenzisweni kwawo. Okuqukethwe okuyinhloko kuhlanganisa amamodeli asukela ku-YOLOv5 kuya ku-YOLO11 kanye nenkundla yokuqeqesha ebonakalayo i-Ultralytics HUB. Abasebenzisi bangakhetha imisebenzi efana nokutholwa kwezinto, ukuhlukaniswa kwezithombe, ukuhlukaniswa kwezingxenye zesithombe nokulinganiswa kokuma, balayishe idatha ukuze baqeqeshe, bese bekhipha amamodeli abe amafomethi afana ne-ONNX, TensorFlow noma i-CoreML ukuze asetshenziswe kumafoni nakumadivayisi asemaphethelweni enethiwekhi. Ilungele abathuthukisi, abacwaningi namabhizinisi adinga ukufaka imisebenzi yombono ezixazululweni zangempela. Kubalulekile ukuqaphela ukuthi ngemva kokukhipha imodeli kusadingeka kuqinisekiswe ukuhambisana nokusebenza kwayo ngokusekelwe kudivayisi ethile nesimo sokusetshenziswa.037.6Wonke amathuluzi analeli thegi ayaboniswa.