Vladimir Iglovikov comments

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                                            Vladimir Iglovikov

[Feature Request] Add Bbox support to CoarseDropout

@cswwp @msat59 @folkien Added in https://github.com/albumentations-team/albumentations/pull/1953 You can check in the UI tool at https://explore.albumentations.ai/transform/CoarseDropout

When used for instance segmentation image rotation, points beyond the image boundary are not handled accurately

Could you please provide the minimal code that reproduces the issue?

When used for instance segmentation image rotation, points beyond the image boundary are not handled accurately

Does using mask to represent the polygon will get the desired bahavior?

When used for instance segmentation image rotation, points beyond the image boundary are not handled accurately

No plans to work with polygons in the nearby future.

[Benchmark] unable to test the given dataset ILSVRC2012_img_val or owndataset to test the image_benchmark.py with.

I did not check the benchmark in Windows as I do not have it and I do not have issues in Linux Could some specifics of that os. 1. What...

Enhance augmentation objects with references to a random state.

Thanks. Makes sense. Let me think about it.

Enhance augmentation objects with references to a random state.

@Erotemic You may define random state for numpy random per transform and in Compose as: ```python aug.set_random_state(0) ```

[Feature request] Make cv2.warpAffine work with image with any number of channels

```python ...: import cv2 ...: import numpy as np ...: from matplotlib import pyplot as plt ...: ...: ...: ...: rows, cols, ch = 256, 256, 11 ...: ...: img...

[Speed up] Speed up Elastic

If ```python if noise_distribution == "gaussian": # Generate and normalize in one step, directly as float32 fields = random_generator.standard_normal( (1 if same_dxdy else 2, *image_shape[:2]), dtype=np.float32, ) ``` could be...

'persistent_workers' results in inconsistent behavior.

@kkaiwwana Thanks, will take a look.