Update data/hockey_pose.py
Browse files- data/hockey_pose.py +12 -12
data/hockey_pose.py
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@@ -1,25 +1,24 @@
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import json
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import os
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import datasets
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from datasets import Features, Image, Value, Sequence
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class HockeyPoseConfig(datasets.BuilderConfig):
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"""BuilderConfig for HockeyPose dataset."""
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def __init__(self, **kwargs):
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"""BuilderConfig for HockeyPose.
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Args:
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**kwargs: keyword arguments forwarded to super.
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"""
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super(HockeyPoseConfig, self).__init__(**kwargs)
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class HockeyPose(datasets.GeneratorBasedBuilder):
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"""HockeyPose dataset: Hockey player images with pose keypoints."""
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VERSION = datasets.Version("1.0.0")
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def _info(self):
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return datasets.DatasetInfo(
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@@ -30,13 +29,14 @@ class HockeyPose(datasets.GeneratorBasedBuilder):
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'annotations': Sequence({
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'class_id': Value('int64'),
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'bbox': Sequence(Value('float32'), length=4),
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'keypoints': Sequence(
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Sequence(Value('float32'), length=3),
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length=56
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),
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})
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}),
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supervised_keys=None,
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)
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def _split_generators(self, dl_manager):
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@@ -52,8 +52,8 @@ class HockeyPose(datasets.GeneratorBasedBuilder):
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def _generate_examples(self, split):
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"""Yields examples."""
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frames_dir = "frames"
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annotations_dir = "annotations"
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# Get all image files
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image_files = [f for f in os.listdir(frames_dir)
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import json
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import os
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import datasets
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from datasets import Features, Image, Value, Sequence
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class HockeyPoseConfig(datasets.BuilderConfig):
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"""BuilderConfig for HockeyPose dataset."""
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def __init__(self, **kwargs):
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super(HockeyPoseConfig, self).__init__(**kwargs)
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class HockeyPose(datasets.GeneratorBasedBuilder):
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"""HockeyPose dataset: Hockey player images with pose keypoints."""
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VERSION = datasets.Version("1.0.0")
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BUILDER_CONFIGS = [
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HockeyPoseConfig(
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name="hockey_pose",
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version=VERSION,
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description="Hockey pose dataset with keypoints",
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),
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]
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def _info(self):
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return datasets.DatasetInfo(
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'annotations': Sequence({
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'class_id': Value('int64'),
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'bbox': Sequence(Value('float32'), length=4),
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'keypoints': Sequence(
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Sequence(Value('float32'), length=3),
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length=56
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),
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})
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}),
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supervised_keys=None,
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homepage="https://huggingface.co/datasets/SimulaMet-HOST/HockeyRink",
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)
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def _split_generators(self, dl_manager):
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def _generate_examples(self, split):
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"""Yields examples."""
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frames_dir = os.path.join(os.path.dirname(__file__), "..", "frames")
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annotations_dir = os.path.join(os.path.dirname(__file__), "..", "annotations")
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# Get all image files
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image_files = [f for f in os.listdir(frames_dir)
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