Hunyuan3D-Buffalo 1.0 – Uhlaka lwe-3D lwezindlela eziningi olukhishwe yi-Tencent Hunyuan Uyasebenza

I-Hunyuan3D-Buffalo 1.0 iwuhlaka oluhlanganisiwe lwe-3D lwezindlela eziningi olukhishwe yi-Tencent Hunyuan. Ihlanganisa imibuzo nezimpendulo ze-3D, ukubeka indawo, umbhalo uye ku-3D, ukuhlela okuqondiswa yimiyalelo kanye nokukhiqizwa kwezingxenye kube yinqubo eyodwa isebenzisa i-Hunyuan3D-VLM backbone eyabiwe. Uhlaka lusekela ukuqonda isakhiwo samamodeli e-3D ngolimi lwemvelo, ukuthola izingxenye, ukuguqula ijiyomethri yendawo ngokwemiyalelo kanye nokukhipha izingxenye ezisezingeni lencazelo. Luhlose ukuhlanganisa ukuqonda, ukukhiqiza nokuhlela kwe-3D kube umjikelezo ophelele, lunikeze umkhiqizo wempahla ye-3D ohlanganisekayo wemidlalo, opopayi nokuklanywa kwezimboni.

Ukuqonda kwe-3D: Kusekela imibuzo nezimpendulo ze-3D nokubeka indawo, kungaphendula ngokwakhiwa kwemodeli futhi kuthole izingxenye ezithile.
Umbhalo uye ku-3D: Kukhiqiza ngokuqondile impahla ye-3D esezingeni eliphezulu kusetshenziswa incazelo yombhalo.
Ukuhlela okuqondiswa yimiyalelo: Kusebenzisa ulimi lwemvelo ukufaka esikhundleni, ukususa noma ukuklama kabusha izakhiwo zendawo zento.
Ukukhiqizwa kwezingxenye: Ngokwemiyalelo yolimi, kukhipha izingxenye ezinencazelo kugridi ephelele bese kuzihlukanisa futhi kuzihlanganise kabusha.
Inqubo ehlanganisiwe: Imisebenzi emine ye-3D yabelana ngomehluko ofanayo wencazelo ye-3D kanye nendlela yokucubungula.

Isakhiwo esihlanganisiwe: Isebenzisa i-Hunyuan3D-VLM backbone eyabiwe njengesisekelo sokuqonda esihlanganisiwe semisebenzi eminingi, ixhumanise umbhalo, umbono kanye nezethulo ze-3D.
Ukufaka ikhodi nokwenza amathokheni e-3D: I-3D Encoder icubungula ama-point cloud nolwazi lwama-normal, bese i-Tokenizer ikuguqula kube amathokheni encazelo ahlanganisiwe.
Imojuli yokukhiqiza: Imojuli ye-Hunyuan3D DiT yenza ukukhiqizwa kwe-3D okusezingeni eliphezulu, ukuhlela kwendawo kanye nokukhiqizwa kwezingxenye.
Ukuxhumana kwezindlela eziningi: Isendlalelo se-Connector sixhumanisa izethulo zokuqonda ze-VLM nemojuli yokukhiqiza ye-DiT, sifeze ukuqondaniswa phakathi kwezindlela ezahlukene.
Ukuhlaziywa kwencazelo yezingxenye: Imiyalelo yolimi iqondisa ukuhlukaniswa kwencazelo kwesakhiwo se-3D, kudale izethulo zezingxenye ezihlelekayo.

Vakashela iwebhusayithi yephrojekthi: Vakashela iwebhusayithi esemthethweni ye-Hunyuan3D-Buffalo 1.0 ku-https://tencent-hunyuan.github.io/Hunyuan3D-Buffalo1.0/ ukuze ubuke isakhiwo sobuchwepheshe nemiboniso yemisebenzi.
Zama ukuhlela okuqondiswa yimiyalelo: Endaweni ethi ”Instruction-Guided 3D Editing”, khetha isibonelo esilungiselelwe kusengaphambili, faka umyalo wolimi lwemvelo bese ubuka ukuqhathanisa phakathi kwemodeli yomthombo nemodeli ehleliwe.
Phequlula impahla ekhiqiziwe: Yiya ekhasini elithi ”Generated 3D Assets”, ubuke imiphumela yombhalo uye ku-3D bese uchofoza ”View details” ukuze ufunde incazelo yombhalo nemininingwane yejiyomethri yempahla ngayinye.
Hlola ukukhishwa kwezingxenye: Kumojuli ethi ”Part-Extraction with Language”, faka umyalo ochaza ingxenye, ushintshe phakathi kokubuka kwe-“Combined” ne-“Exploded” ukuze ubuke igridi ephelele nezingxenye ezihlukanisiwe.

Ukuhlanganiswa kwemisebenzi: Kuhlanganisa ukuqonda, ukukhiqiza, ukuhlela nokuhlukanisa izingxenye kube uhlaka olulodwa, kugwenywe ukushintsha phakathi kwamamodeli amaningi.
Ukuhlela kwendawo: Kusekela ukuguqulwa kwendawo okusekelwe encazelweni, kugcine isakhiwo sejiyomethri esiphelele singashintshi, futhi kuthuthukise ukusetshenziswa kabusha kwempahla.
Incazelo yezingxenye: Kungaqonda futhi kukhiphe izingxenye ezinencazelo, kuhambisane nezinqubo zangempela zokukhiqiza.
Ukuqondiswa ngolimi: Yonke inqubo isebenzisa ukuxhumana ngolimi lwemvelo, kwehlise izithiyo zobuchwepheshe bokudala be-3D.
Ukukhiqiza okuhlanganisekayo: Izingxenye ezikhiqiziwe zingahlelwa futhi zihlanganiswe kabusha ngokuzimela, zihambisane nezidingo zokuphindaphinda emidlalweni nasekuklanyweni kwezimboni.

Iwebhusayithi yephrojekthi: https://tencent-hunyuan.github.io/Hunyuan3D-Buffalo1.0/

Ukuphindaphinda kwempahla yemidlalo: Kugcinwa umzimba oqinisekisiwe womlingiswa noma wento, kushintshwe kuphela okokusebenza noma izingxenye zendawo ngokwemiyalelo yomklami womdlalo.
Ukuhlela abalingiswa bopopayi: Ngokwempendulo yomqondisi, kushintshwa izingubo, izikhali noma izingxenye zobuso bomlingiswa ngaphandle kokwenza imodeli kabusha.
Ukuklanywa kwemikhiqizo yezimboni: Isakhiwo sendawo sezingxenye zemishini silungiswa ngokwezidingo ukuze kuhlolwe ngokushesha izinguqulo eziningi.
Ukuhlolwa kokuqukethwe kwe-3D: Kuqondwa ngokuzenzakalelayo ukwakhiwa kwemodeli futhi kutholakale izingxenye, kusizwe ekuhloleni ukuhambisana nemithetho nokuphelela kwesakhiwo.
Umboniso wezemfundo: Kusetshenziswa imibuzo nezimpendulo zolimi lwemvelo ukuhlaziya isakhiwo samamodeli e-3D, kusizwe ekufundiseni, ekuboniseni nasekuchazeni ulwazi.