Datasets:
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Browse files- ActivityNet_Captions.py +21 -27
ActivityNet_Captions.py
CHANGED
@@ -28,7 +28,6 @@ in the paper.
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_URL_BASE = "https://cs.stanford.edu/people/ranjaykrishna/densevid/"
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_DL_URL = "https://huggingface.co/datasets/Leyo/ActivityNet_Captions/resolve/main/captions.tar.gz"
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class ActivityNetConfig(datasets.BuilderConfig):
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"""BuilderConfig for ActivityNet Captions."""
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@@ -65,13 +64,13 @@ class ActivityNet(datasets.GeneratorBasedBuilder):
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)
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def _split_generators(self, dl_manager):
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archive_path = dl_manager.
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train_splits = [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={
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"files": dl_manager.iter_archive(archive_path),
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"ids_file": os.path.join(archive_path, "train_ids.json"),
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"infos_file": os.path.join(archive_path, "train.json")
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},
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@@ -81,7 +80,6 @@ class ActivityNet(datasets.GeneratorBasedBuilder):
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={
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"files": dl_manager.iter_archive(archive_path),
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"ids_file": os.path.join(archive_path, "val_ids.json"),
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"infos_file": os.path.join(archive_path, "val_1.json")
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},
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@@ -91,7 +89,6 @@ class ActivityNet(datasets.GeneratorBasedBuilder):
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={
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"files": dl_manager.iter_archive(archive_path),
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"ids_file": os.path.join(archive_path, "test_ids.json"),
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"infos_file": os.path.join(archive_path, "val_2.json")
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},
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@@ -99,27 +96,24 @@ class ActivityNet(datasets.GeneratorBasedBuilder):
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]
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return train_splits + dev_splits + test_splits
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def _generate_examples(self,
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"""This function returns the examples."""
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"ends": ends,
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"captions": infos[id]["sentences"],
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}
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_URL_BASE = "https://cs.stanford.edu/people/ranjaykrishna/densevid/"
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class ActivityNetConfig(datasets.BuilderConfig):
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"""BuilderConfig for ActivityNet Captions."""
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)
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def _split_generators(self, dl_manager):
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archive_path = dl_manager.download_and_extract(
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_URL_BASE + "captions.zip")
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train_splits = [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={
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"ids_file": os.path.join(archive_path, "train_ids.json"),
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"infos_file": os.path.join(archive_path, "train.json")
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},
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={
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"ids_file": os.path.join(archive_path, "val_ids.json"),
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"infos_file": os.path.join(archive_path, "val_1.json")
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},
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={
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"ids_file": os.path.join(archive_path, "test_ids.json"),
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"infos_file": os.path.join(archive_path, "val_2.json")
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},
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]
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return train_splits + dev_splits + test_splits
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def _generate_examples(self, ids_file, infos_file):
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"""This function returns the examples."""
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with open(infos_file, encoding="utf-8") as json_file:
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infos = json.load(json_file)
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with open(ids_file, encoding="utf-8") as json_file:
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ids = json.load(json_file)
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for idx, id in enumerate(ids):
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path = "https://www.youtube.com/watch?v=" + id[2:]
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starts = [timestamp[0]
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for timestamp in infos[id]["timestamps"]]
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ends = [timestamp[1] for timestamp in infos[id]["timestamps"]]
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yield idx, {
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"video_id": id,
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"path": path,
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"duration": infos[id]["duration"],
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"starts": starts,
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"ends": ends,
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"captions": infos[id]["sentences"],
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}
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