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.gitattributes

@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+openimages_v7/open_images_validation_localized_narratives.jsonl filter=lfs diff=lfs merge=lfs -text

openimages_v7/open_images_validation_localized_narratives.jsonl

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+size 1139215790

openimages_v7/openimages_v7_valid/00000.tar

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openimages_v7/openimages_v7_valid/00001.tar

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openimages_v7/openimages_v7_valid/00002.tar

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openimages_v7/openimages_v7_valid/00003.tar

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openimages_v7/openimages_v7_valid/00005.tar

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openimages_v7/openimages_v7_valid/00006.tar

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openimages_v7/openimages_v7_valid/00007.tar

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openimages_v7/openimages_v7_valid/00011.tar

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openimages_v7/openimages_v7_valid/00013.tar

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openimages_v7/processing_openimages.py

@@ -0,0 +1,48 @@
+#!/usr/bin/env python
+# coding: utf-8
+#
+# Usage:
+#   python3 openimages_to_wds.py
+
+import os
+import os.path as osp
+import json
+import shutil
+from tqdm import tqdm
+
+root = "/media/data/CC3M/data/openimages_v7"
+save_dir = osp.join(root, "openimages_v7_valid")
+
+if not os.path.exists(save_dir):
+    os.makedirs(save_dir)
+
+'https://storage.googleapis.com/localized-narratives/annotations/open_images_validation_localized_narratives.jsonl'
+
+json_file_path = osp.join(root, "open_images_validation_localized_narratives.jsonl")
+sub_fold_cnt = 1
+with open(json_file_path, "r") as f:
+    for i, line in tqdm(enumerate(f)):
+        line = json.loads(line)
+        image_id = line["image_id"]
+
+        cap = line["caption"]
+        src = osp.join(root, "valid", f"{image_id}.jpg")
+
+        if (i + 1) % 2999 == 0:
+            sub_fold_cnt += 1
+        sub_fold = osp.join(save_dir, str(sub_fold_cnt - 1).zfill(5))
+        if not os.path.exists(sub_fold):
+            os.makedirs(sub_fold)
+
+        img_path = osp.join(root, sub_fold, f"{image_id}.jpg")
+        txt_path = osp.join(root, sub_fold, f"{image_id}.txt")
+        jsn_path = osp.join(root, sub_fold, f"{image_id}.json")
+
+        shutil.copy(src, img_path)
+
+        with open(txt_path, "w") as f:
+            f.write(cap)
+
+        with open(jsn_path, "w") as f:
+            json.dump(line, f)
+

openimages_v7/remove_dir.py

@@ -0,0 +1,14 @@
+import os
+import shutil
+
+def remove_dirs_except_tar(root_dir):
+    for item in os.listdir(root_dir):
+        item_path = os.path.join(root_dir, item)
+        if os.path.isdir(item_path):
+            shutil.rmtree(item_path)
+        elif item.endswith('.tar'):
+            continue
+
+if __name__ == "__main__":
+    root_directory = '/media/data/CC3M/data/openimages_v7/openimages_v7_valid'
+    remove_dirs_except_tar(root_directory)