""" 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", }