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Quality options in export_to_video
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src/diffusers/utils/export_utils.py

Lines changed: 31 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -3,7 +3,7 @@
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import struct
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import tempfile
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from contextlib import contextmanager
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from typing import List, Union
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from typing import List, Optional, Union
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import numpy as np
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import PIL.Image
@@ -139,8 +139,34 @@ def _legacy_export_to_video(
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def export_to_video(
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video_frames: Union[List[np.ndarray], List[PIL.Image.Image]], output_video_path: str = None, fps: int = 10
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video_frames: Union[List[np.ndarray], List[PIL.Image.Image]],
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output_video_path: str = None,
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fps: int = 10,
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quality: float = 5.0,
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bitrate: Optional[int] = None,
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macro_block_size: Optional[int] = 16,
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) -> str:
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"""
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quality:
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Video output quality. Default is 5. Uses variable bit rate.
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Highest quality is 10, lowest is 0.
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Set to None to prevent variable bitrate flags to FFMPEG so you can manually specify them using output_params instead.
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Specifying a fixed bitrate using `bitrate` disables this parameter.
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bitrate:
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Set a constant bitrate for the video encoding.
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Default is None causing `quality` parameter to be used instead.
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Better quality videos with smaller file sizes will result from using the `quality` variable bitrate parameter rather
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than specifiying a fixed bitrate with this parameter.
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macro_block_size:
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Size constraint for video.
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Width and height, must be divisible by this number.
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If not divisible by this number imageio will tell ffmpeg to scale the image up to the next closest size divisible by this number.
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Most codecs are compatible with a macroblock size of 16 (default), some can go smaller (4, 8).
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To disable this automatic feature set it to None or 1, however be warned many players can't decode videos that are odd in size and
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some codecs will produce poor results or fail. See https://en.wikipedia.org/wiki/Macroblock.
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"""
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# TODO: Dhruv. Remove by Diffusers release 0.33.0
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# Added to prevent breaking existing code
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if not is_imageio_available():
@@ -177,7 +203,9 @@ def export_to_video(
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elif isinstance(video_frames[0], PIL.Image.Image):
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video_frames = [np.array(frame) for frame in video_frames]
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with imageio.get_writer(output_video_path, fps=fps) as writer:
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with imageio.get_writer(
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output_video_path, fps=fps, quality=quality, bitrate=bitrate, macro_block_size=macro_block_size
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) as writer:
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for frame in video_frames:
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writer.append_data(frame)
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