| """
|
| 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,
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| COCOCapEvalDataset,
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| NoCapsEvalDataset,
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| ProteinCapDataset,
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| 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",
|
| }
|
|
|
|
|
|
|
| @registry.register_builder("protein_function")
|
| class ProteinCapBuilder(ProteinDatasetBuilder):
|
| train_dataset_cls = ProteinCapDataset
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| eval_dataset_cls = ProteinFuncEvalDataset
|
|
|
| DATASET_CONFIG_DICT = {
|
| "default": "configs/datasets/protein/defaults_cap.yaml",
|
| }
|
|
|
|
|
|
|
| @registry.register_builder("GO_protein_function")
|
| class ProteinCapBuilder(ProteinDatasetBuilder):
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| train_dataset_cls = ProteinCapDataset
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| eval_dataset_cls = ProteinFuncEvalDataset
|
|
|
| DATASET_CONFIG_DICT = {
|
| "default": "configs/datasets/protein/GO_defaults_cap.yaml",
|
| }
|
|
|
|
|
| @registry.register_builder("nocaps")
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| class COCOCapBuilder(BaseDatasetBuilder):
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| eval_dataset_cls = NoCapsEvalDataset
|
|
|
| DATASET_CONFIG_DICT = {
|
| "default": "configs/datasets/nocaps/defaults.yaml",
|
| }
|
|
|
|
|
