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allow flexibility to provide absolute path to annotations #1840

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merged 2 commits into from
Feb 18, 2024
Merged

allow flexibility to provide absolute path to annotations #1840

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e97873a
allow flexibility to provide absolute path to annotations
NatanBagrov Feb 16, 2024
ba782d4
Merge branch 'master' into feature/SG-000_allow_flexibility_with_coco…
BloodAxe Feb 17, 2024
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7 changes: 5 additions & 2 deletions src/super_gradients/training/datasets/detection_datasets/coco_format_detection.py
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Original file line number Diff line number Diff line change
Expand Up @@ -44,7 +44,7 @@ def __init__(
):
"""
:param data_dir: Where the data is stored.
:param json_annotation_file: Name of the coco json file. Path relative to data_dir.
:param json_annotation_file: Name of the coco json file. Path can be either absolute, or relative to data_dir.
:param images_dir: Name of the directory that includes all the images. Path relative to data_dir.
:param with_crowd: Add the crowd groundtruths to __getitem__
:param class_ids_to_ignore: List of class ids to ignore in the dataset. By default, doesnt ignore any class.
Expand Down Expand Up @@ -82,7 +82,10 @@ def _setup_data_source(self) -> int:
Parse COCO annotation file
:return: Number of images in annotation JSON
"""
annotation_file_path = os.path.join(self.data_dir, self.json_annotation_file)
if os.path.isabs(self.json_annotation_file):
annotation_file_path = self.json_annotation_file
else:
annotation_file_path = os.path.join(self.data_dir, self.json_annotation_file)
if not os.path.exists(annotation_file_path):
raise ValueError("Could not find annotation file under " + str(annotation_file_path))

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