-g ddlZddlZejdejejejeddlZddlZddl Z ddl Z ddl m Z ddlmZddl m Z mZddlmZmZmZddlmZmZmZddlmZddlmZdd ZGd d Zed krddlZdZ e Z!ee!j"e!_"e j#e!j$Z%e%j&dks Jdee!j'e!j"Z(e(e%e!j)e!j*\\Z+Z,Z-e+.e!j/e,.e!j0dSdS)N)Image) rearrange)r ImageSequence)seed_everythingtiming_decoratorauto_amp_inference)get_parameter_numberset_parameter_grad_false str_to_bool)HunYuan3D_MVD_Std_Pipeline)Hunyuan3d_MVD_Lite_PipelineFcdt|z }tjtj|d|d|dd|dd|d|S)NiT)exist_okrGIF)formatsave_all append_imagesdurationloop)lenosmakedirspathdirnamesave)pils save_pathdfspfs a/apdcephfs_cq5/share_300600172/huiwenshi/3d_services/repos/hunyuan3d-lite/infer/image_to_views.pysave_gifr"(sg T CK **T::::GLL54tABBxZ]deLfff ceZdZd dZejededZd d Z d S) Image2Viewscuda:0Fc||_|r'tjdtjd|_n&t jdtjd|_|j||_|rgdngd|_||_ t|jj tdt|jj dS)Nz./weights/mvd_liteT) torch_dtypeuse_safetensorsz./weights/mvd_std)rr)rr*r,r-r+rzimage2views unet model)devicer from_pretrainedtorchfloat16piper toorder save_memoryr unetprintr )selfr.use_liter5s r!__init__zImage2Views.__init__1s  3C$#m"&DII 3B##m"&DI ILL(( +3K''''9K9K9K & 000 &( (n m) h w cr+r*)nmrcDg|]}tj|S)r fromarray).0idx show_images r! z$Image2Views.call..[s'TTT#U_Z_==TTTr#) rr0 Generatorr.r2imagesrnpasarrayuint8r4r=r>) r8pil_imgseedstepsrH generatorres_imgrrRs @r!r?zImage2Views.callSsO4;777 ))G05+9$-//06 rz'!*BHEEEGeijnoppp  |TTTTTTTT    }r#N)r&FF)rrDrE) __name__ __module__ __qualname__r:r0no_gradrrrCr?rNr#r!r%r%0sNNNN(U]__&''  ('_       r#r%__main__ctj}|dtd|dtd|dtd|ddt|d d t|d d t|d dt|S)Nz --rgba_pathT)typerequiredz--output_views_pathz--output_cond_pathz--seedr)defaultrdz--stepsrDz--devicer&z --use_litefalse)argparseArgumentParser add_argumentstrint parse_args)parsers r!get_argsrocs(**MdCCC1dKKK0sTJJJHac:::Ir<<<JsCCCL'DDD  """r#RGBAzrgba_pil must be RGBA mode)r.r9)rZr[)F)1rsysrinsertrabspath__file__timer0randomnumpyrVPILreinopsrr infer.utilsrrrr r r mvd.hunyuan3d_mvd_std_pipeliner mvd.hunyuan3d_mvd_lite_pipeliner r"r%r^rhror@r9open rgba_pathrgba_pilmoder.modelrZr[ views_pilcond_routput_views_pathoutput_cond_pathrNr#r!rsC.bgoobgoobgooh6O6O&P&PQQSTTT $$$$$$$$MMMMMMMMMMSSSSSSSSSSEEEEEEGGGGGG--------` zOOO # # # 8::DK ..DMuz$.))H =F " " "$@ " " " Kt{T] C C CE 5 LLLYq NN4)***IId#$$$$$7r#