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import os |
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import os.path as osp |
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import json |
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import shutil |
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from tqdm import tqdm |
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root = "/media/data/CC3M/data/openimages_v7" |
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save_dir = osp.join(root, "openimages_v7_valid") |
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if not os.path.exists(save_dir): |
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os.makedirs(save_dir) |
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'https://storage.googleapis.com/localized-narratives/annotations/open_images_validation_localized_narratives.jsonl' |
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json_file_path = osp.join(root, "open_images_validation_localized_narratives.jsonl") |
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sub_fold_cnt = 1 |
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with open(json_file_path, "r") as f: |
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for i, line in tqdm(enumerate(f)): |
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line = json.loads(line) |
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image_id = line["image_id"] |
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cap = line["caption"] |
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src = osp.join(root, "valid", f"{image_id}.jpg") |
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if (i + 1) % 2999 == 0: |
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sub_fold_cnt += 1 |
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sub_fold = osp.join(save_dir, str(sub_fold_cnt - 1).zfill(5)) |
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if not os.path.exists(sub_fold): |
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os.makedirs(sub_fold) |
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img_path = osp.join(root, sub_fold, f"{image_id}.jpg") |
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txt_path = osp.join(root, sub_fold, f"{image_id}.txt") |
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jsn_path = osp.join(root, sub_fold, f"{image_id}.json") |
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shutil.copy(src, img_path) |
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with open(txt_path, "w") as f: |
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f.write(cap) |
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with open(jsn_path, "w") as f: |
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json.dump(line, f) |
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