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RandomSizedBBoxSafeCrop
Description
Crop a random part of the input and rescale it to some size without loss of bboxes. Args: height: height after crop and resize. width: width after crop and resize. erosion_rate: erosion rate applied on input image height before crop. interpolation (OpenCV flag): flag that is used to specify the interpolation algorithm. Should be one of: cv2.INTER_NEAREST, cv2.INTER_LINEAR, cv2.INTER_CUBIC, cv2.INTER_AREA, cv2.INTER_LANCZOS4. Default: cv2.INTER_LINEAR. p (float): probability of applying the transform. Default: 1. Targets: image, mask, bboxes, keypoints Image types: uint8, float32
Parameters
- p: float (default: 1)
- height: int | None (default: null)
- width: int | None (default: null)
- erosion_rate: float (default: 0)
- interpolation: Literal['cv2.INTER_NEAREST', 'cv2.INTER_LINEAR', 'cv2.INTER_CUBIC', 'cv2.INTER_AREA', 'cv2.INTER_LANCZOS4', 'cv2.INTER_BITS', 'cv2.INTER_NEAREST_EXACT', 'cv2.INTER_MAX'] (default: 1)
Targets
- Image
- Mask
- BBoxes
- Keypoints
Try it out
Original Image (width = 484, height = 733):
Transformed Image:
Transform not yet applied