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add more composition stepss

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Oleksandr Bezdieniezhnykh
2024-05-27 03:16:46 +03:00
parent 4766269d3a
commit 02b45f83d1
1 changed files with 7 additions and 1 deletions
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preprocessing.py
+7 -1
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@@ -26,7 +26,13 @@ def image_processing(img_ann: ImageLabel) -> [ImageLabel]:
transforms = [
A.Compose([A.HorizontalFlip(always_apply=True)], bbox_params=A.BboxParams(format='yolo')),
A.Compose([A.RandomBrightnessContrast(always_apply=True)], bbox_params=A.BboxParams(format='yolo')),
A.Compose([A.ShiftScaleRotate(shift_limit=0.1, scale_limit=0.2, rotate_limit=15, always_apply=True)],
A.Compose([A.ShiftScaleRotate(shift_limit=0.1, scale_limit=0.2, rotate_limit=-40, always_apply=True)],
bbox_params=A.BboxParams(format='yolo')),
A.Compose([A.ShiftScaleRotate(shift_limit=0.1, scale_limit=0.2, rotate_limit=-20, always_apply=True)],
bbox_params=A.BboxParams(format='yolo')),
A.Compose([A.ShiftScaleRotate(shift_limit=0.1, scale_limit=0.2, rotate_limit=20, always_apply=True)],
bbox_params=A.BboxParams(format='yolo')),
A.Compose([A.ShiftScaleRotate(shift_limit=0.1, scale_limit=0.2, rotate_limit=40, always_apply=True)],
bbox_params=A.BboxParams(format='yolo'))
]