o ?߱i: @sddlmZmZmZddlZddlZddlmZddl m Z ddlm Z ddl mZddd Z dd e d eeeefd eddfddZdS))IOAnyUnionN) rearrange)Image)Tensor)easy_iocCsddl}ddl}|dtj}t|d}||d|}|D]}|||j}| |q WddS1s:wYdS)Nr)rZh264) cv2ffmpegcvastypenpuint8 transpose VideoWritercvtColor COLOR_RGB2BGRwrite)gridZ video_namefpsrrwriterframerY/data/cameron/vidgen/cosmos-predict2.5/cosmos_predict2/_src/imaginaire/visualize/video.py save_videos  "rsample_C_T_H_W_in01save_fp_wo_extrreturncCsx|jdks Jdt|tst|dsJdt|r#|dd}n|jtjks-Jd| d}i}|d ur>||d <|d urF||d <|j ddkrt j t| dd tjd d}t|trjdnd}tj|t|trz||n|fdddd|d St| ddtj}t|trdnd}tj|t|tr||n|fdd|d|d S)aI Save a tensor as an image or video file based on shape Args: sample_C_T_H_W_in01 (Tensor): Input tensor with shape (C, T, H, W) in [0, 1] range. save_fp_wo_ext (Union[str, IO[Any]]): File path without extension or file-like object. fps (int): Frames per second for video. Default is 24. zOnly support 4D tensorrz3save_fp_wo_ext must be a string or file-like objectrr zOnly support uint8 tensorr Nquality ffmpeg_paramszc 1 h w -> h w cRGB)modez.jpgjpgJPEGU) file_formatformatr$zc t h w -> t h w cz.mp4mp4)r,r-r)ndim isinstancestrhasattrtorchis_floating_pointclampdtyperfloatdivshapePILImage fromarrayrcpunumpyrrrdump)r r!rr$r%kwargsZsave_objextrrrsave_img_or_video(sR    "  rA)r )rNN)typingrrrr=rr3einopsrPILrr:r-cosmos_predict2._src.imaginaire.utils.easy_iorrr1intrArrrrs$