Source code for dgenerate.imageprocessors

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import dgenerate.plugin as _plugin
import dgenerate.types as _types

from .canny import CannyEdgeDetectProcessor

from .exceptions import (
    ImageProcessorNotFoundError,
    ImageProcessorArgumentError,
    ImageProcessorImageModeError,
    ImageProcessorError,
)

from .hed import HEDProcessor

from .imageops import (
    PosterizeProcessor,
    SolarizeProcessor,
    MirrorFlipProcessor,
    SimpleColorProcessor,
    LetterboxProcessor,
    ResizeProcessor
)

from .imageprocessor import ImageProcessor
from .imageprocessorchain import ImageProcessorChain
from .imageprocessorloader import ImageProcessorLoader
from .imageprocessormixin import ImageProcessorMixin

from .leres import LeresDepthProcessor
from .linart_anime import LineArtAnimeProcessor
from .lineart import LineArtProcessor
from .midas import MidasDepthProcessor
from .mlsd import MLSDProcessor
from .normal_bae import NormalBaeProcessor
from .openpose import OpenPoseProcessor
from .pidi import PidiNetProcessor
from .sam import SegmentAnythingProcessor
from .upscaler import UpscalerProcessor
from .zoe import ZoeDepthProcessor
from .teed import TEEDProcessor
from .linart_standard import LineArtStandardProcessor
from .anyline import AnylineProcessor

from .constants import (
    IMAGE_PROCESSOR_MEMORY_CONSTRAINTS,
    IMAGE_PROCESSOR_CUDA_MEMORY_CONSTRAINTS
)

try:
    import ncnn
    from .upscaler_ncnn import UpscalerNCNNProcessor
except ImportError:
    pass

__doc__ = """
Image processors implemented by dgenerate.

This includes many image processing tasks useful for creating diffusion input images, or for postprocessing.
"""


[docs] def image_processor_help(names: _types.Names, plugin_module_paths: _types.OptionalPaths = None, throw=False, log_error=True): """ Implements ``--image-processor-help`` command line option :param names: arguments (processor names, or empty list) :param plugin_module_paths: extra plugin module paths to search :param throw: throw on error? or simply print to stderr and return a return code. :param log_error: log errors to stderr? :raises ImageProcessorNotFoundError: :raises dgenerate.ModuleFileNotFoundError: :return: return-code, anything other than 0 is failure """ try: return ImageProcessorLoader().loader_help( names=names, plugin_module_paths=plugin_module_paths, title='image processor', title_plural='image processors', throw=True, log_error=log_error, include_bases=True) except (ImageProcessorNotFoundError, _plugin.ModuleFileNotFoundError) as e: if throw: raise e return 1
__all__ = _types.module_all()