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| # Copyright (c) Meta Platforms, Inc. and affiliates. | |
| # All rights reserved. | |
| # | |
| # This source code is licensed under the license found in the | |
| # LICENSE file in the root directory of this source tree. | |
| # dataset settings | |
| dataset_type = 'RefCocoDataset' | |
| data_root = 'data/coco/' | |
| backend_args = None | |
| test_pipeline = [ | |
| dict(type='LoadImageFromFile', backend_args=backend_args), | |
| dict(type='Resize', scale=(1333, 800), keep_ratio=True), | |
| dict( | |
| type='LoadAnnotations', | |
| with_mask=True, | |
| with_bbox=False, | |
| with_seg=False, | |
| with_label=False), | |
| dict( | |
| type='PackDetInputs', | |
| meta_keys=('img_id', 'img_path', 'ori_shape', 'img_shape', | |
| 'scale_factor', 'gt_masks', 'text')) | |
| ] | |
| val_dataloader = dict( | |
| batch_size=1, | |
| num_workers=2, | |
| persistent_workers=True, | |
| drop_last=False, | |
| sampler=dict(type='DefaultSampler', shuffle=False), | |
| dataset=dict( | |
| type=dataset_type, | |
| data_root=data_root, | |
| data_prefix=dict(img_path='train2014/'), | |
| ann_file='refcoco/instances.json', | |
| split_file='refcoco/refs(unc).p', | |
| split='val', | |
| text_mode='select_first', | |
| pipeline=test_pipeline)) | |
| test_dataloader = dict( | |
| batch_size=1, | |
| num_workers=2, | |
| persistent_workers=True, | |
| drop_last=False, | |
| sampler=dict(type='DefaultSampler', shuffle=False), | |
| dataset=dict( | |
| type=dataset_type, | |
| data_root=data_root, | |
| data_prefix=dict(img_path='train2014/'), | |
| ann_file='refcoco/instances.json', | |
| split_file='refcoco/refs(unc).p', | |
| split='testA', # or 'testB' | |
| text_mode='select_first', | |
| pipeline=test_pipeline)) | |
| val_evaluator = dict(type='RefSegMetric', metric=['cIoU', 'mIoU']) | |
| test_evaluator = val_evaluator | |