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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.datasets.builders.base_dataset_builder import BaseDatasetBuilder, ProteinDatasetBuilder
from lavis.datasets.datasets.coco_caption_datasets import (
COCOCapDataset,
COCOCapEvalDataset,
NoCapsEvalDataset,
ProteinCapDataset,
ProteinFuncEvalDataset,
)
from lavis.common.registry import registry
@registry.register_builder("coco_caption")
class COCOCapBuilder(BaseDatasetBuilder):
train_dataset_cls = COCOCapDataset
eval_dataset_cls = COCOCapEvalDataset
DATASET_CONFIG_DICT = {
"default": "configs/datasets/coco/defaults_cap.yaml",
}
# custom dataset
@registry.register_builder("protein_function")
class ProteinCapBuilder(ProteinDatasetBuilder):
train_dataset_cls = ProteinCapDataset
eval_dataset_cls = ProteinFuncEvalDataset
DATASET_CONFIG_DICT = {
"default": "configs/datasets/protein/defaults_cap.yaml",
}
# custom dataset
@registry.register_builder("GO_protein_function")
class ProteinCapBuilder(ProteinDatasetBuilder):
train_dataset_cls = ProteinCapDataset
eval_dataset_cls = ProteinFuncEvalDataset
DATASET_CONFIG_DICT = {
"default": "configs/datasets/protein/GO_defaults_cap.yaml",
}
@registry.register_builder("nocaps")
class COCOCapBuilder(BaseDatasetBuilder):
eval_dataset_cls = NoCapsEvalDataset
DATASET_CONFIG_DICT = {
"default": "configs/datasets/nocaps/defaults.yaml",
}
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