""" 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 from lavis.common.registry import registry from lavis.datasets.datasets.aok_vqa_datasets import AOKVQADataset, AOKVQAEvalDataset from lavis.datasets.datasets.coco_vqa_datasets import COCOVQADataset, COCOVQAEvalDataset from lavis.datasets.datasets.vg_vqa_datasets import VGVQADataset from lavis.datasets.datasets.gqa_datasets import GQADataset, GQAEvalDataset @registry.register_builder("coco_vqa") class COCOVQABuilder(BaseDatasetBuilder): train_dataset_cls = COCOVQADataset eval_dataset_cls = COCOVQAEvalDataset DATASET_CONFIG_DICT = { "default": "configs/datasets/coco/defaults_vqa.yaml", "eval": "configs/datasets/coco/eval_vqa.yaml", } @registry.register_builder("vg_vqa") class VGVQABuilder(BaseDatasetBuilder): train_dataset_cls = VGVQADataset DATASET_CONFIG_DICT = {"default": "configs/datasets/vg/defaults_vqa.yaml"} @registry.register_builder("ok_vqa") class OKVQABuilder(COCOVQABuilder): DATASET_CONFIG_DICT = { "default": "configs/datasets/okvqa/defaults.yaml", } @registry.register_builder("aok_vqa") class AOKVQABuilder(BaseDatasetBuilder): train_dataset_cls = AOKVQADataset eval_dataset_cls = AOKVQAEvalDataset DATASET_CONFIG_DICT = {"default": "configs/datasets/aokvqa/defaults.yaml"} @registry.register_builder("gqa") class GQABuilder(BaseDatasetBuilder): train_dataset_cls = GQADataset eval_dataset_cls = GQAEvalDataset DATASET_CONFIG_DICT = { "default": "configs/datasets/gqa/defaults.yaml", "balanced_val": "configs/datasets/gqa/balanced_val.yaml", "balanced_testdev": "configs/datasets/gqa/balanced_testdev.yaml", }