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# Copyright (c) OpenMMLab. All rights reserved.
import argparse
import json
from xtuner.dataset.refcoco_json import RefCOCOJsonDataset
def parse_args():
parser = argparse.ArgumentParser()
parser.add_argument(
'--ann-path',
default='data/refcoco_annotations',
help='Refcoco annotation path',
)
parser.add_argument(
'--image-path',
default='data/llava_data/llava_images/coco/train2017',
help='COCO image path',
)
parser.add_argument(
'--save-path', default='./', help='The folder to save converted data')
args = parser.parse_args()
return args
if __name__ == '__main__':
args = parse_args()
data_info = [
('refcoco', 'unc'),
('refcoco+', 'unc'),
('refcocog', 'umd'),
]
all_data = []
for dataset, split in data_info:
data = RefCOCOJsonDataset.get_data_json(
ann_path=args.ann_path,
image_path=args.image_path,
dataset=dataset,
splitBy=split,
)[0]
all_data.extend(data)
save_path = args.save_path + '/train.json'
with open(save_path, 'w') as f:
print(f'save to {save_path} with {len(all_data)} items.')
print(all_data[0])
json.dump(all_data, f, indent=4)
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