[dc40d0]: / lavis / processors / __init__.py

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"""
Copyright (c) 2022, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
"""
from lavis.processors.base_processor import BaseProcessor
from lavis.processors.alpro_processors import (
AlproVideoTrainProcessor,
AlproVideoEvalProcessor,
)
from lavis.processors.blip_processors import (
BlipImageTrainProcessor,
Blip2ImageTrainProcessor,
BlipImageEvalProcessor,
BlipCaptionProcessor,
)
from lavis.processors.blip_diffusion_processors import (
BlipDiffusionInputImageProcessor,
BlipDiffusionTargetImageProcessor,
)
from lavis.processors.gpt_processors import (
GPTVideoFeatureProcessor,
GPTDialogueProcessor,
)
from lavis.processors.clip_processors import ClipImageTrainProcessor
from lavis.common.registry import registry
__all__ = [
"BaseProcessor",
# ALPRO
"AlproVideoTrainProcessor",
"AlproVideoEvalProcessor",
# BLIP
"BlipImageTrainProcessor",
"Blip2ImageTrainProcessor",
"BlipImageEvalProcessor",
"BlipCaptionProcessor",
# BLIP-Diffusion
"BlipDiffusionInputImageProcessor",
"BlipDiffusionTargetImageProcessor",
# CLIP
"ClipImageTrainProcessor",
# GPT
"GPTVideoFeatureProcessor",
"GPTDialogueProcessor",
]
def load_processor(name, cfg=None):
"""
Example
>>> processor = load_processor("alpro_video_train", cfg=None)
"""
processor = registry.get_processor_class(name).from_config(cfg)
return processor