FAPM_demo / lavis /tasks /__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.common.registry import registry
from lavis.tasks.base_task import BaseTask
from lavis.tasks.captioning import CaptionTask
from lavis.tasks.image_text_pretrain import ImageTextPretrainTask
from lavis.tasks.multimodal_classification import (
MultimodalClassificationTask,
)
from lavis.tasks.retrieval import RetrievalTask
from lavis.tasks.vqa import VQATask, GQATask, AOKVQATask
from lavis.tasks.vqa_reading_comprehension import VQARCTask, GQARCTask
from lavis.tasks.dialogue import DialogueTask
from lavis.tasks.text_to_image_generation import TextToImageGenerationTask
def setup_task(cfg):
assert "task" in cfg.run_cfg, "Task name must be provided."
task_name = cfg.run_cfg.task
task = registry.get_task_class(task_name).setup_task(cfg=cfg)
assert task is not None, "Task {} not properly registered.".format(task_name)
return task
__all__ = [
"BaseTask",
"AOKVQATask",
"RetrievalTask",
"CaptionTask",
"VQATask",
"GQATask",
"VQARCTask",
"GQARCTask",
"MultimodalClassificationTask",
# "VideoQATask",
# "VisualEntailmentTask",
"ImageTextPretrainTask",
"DialogueTask",
"TextToImageGenerationTask",
]