build(deps): update albumentations requirement from <=1.3.1 to <=2.0.6 in /requirements

[dependabot]

Updates the requirements on albumentations to permit the latest version.

Release notes

Sourced from albumentations's releases.

Albumentations 2.0.6 Release Notes

• Support Our Work
• Transforms
• Speedups
• Bug fixes

Support Our Work

1. Help Us Grow - If you find value in Albumentations, consider becoming a sponsor. Every contribution, no matter the size, helps us maintain and improve the library for everyone.
2. Show Your Support - If you enjoy using Albumentations, consider giving us a ⭐ on GitHub. It helps others discover the library and motivates our team.
3. Join Our Community - Have suggestions or ran into issues? We welcome your input! Share your experience in our GitHub issues or connect with us on Discord.

Transforms

New transform Mosaic

Generalization of Mosaic from Ultralitics and YOLO4, and works per image an not on "batch" => can choose what additional images to pass, could be hard or rare classes.

by @​Shysto and @​ternaus

Core

SomeOf

Changed functionality to a more intuituve

Now it works as:

1. Select n transforms with equal probability
2. Apply each of them with the probability of each transform

Passing bounding bbox labels

Removed to pass labels when apply to bounding boxes.

In [9]: bboxes = np.array([[0.2, 0.2, 0.4, 0.4], [0.3, 0.4, 0.7, 0.9]])
In [10]: transform = A.Compose([A.HorizontalFlip(p=1)], bbox_params={"format": "albumentations"})
In [11]: image = np.random.rand(640, 640, 3)
In [12]: transformed = transform(image=image, bboxes=bboxes)

=> we can just pass coordinates, without bounding box labels

Speedups

When applied to uint images on 1 CPU core Albumentations outperforms Kornia and torchvision: Image benchmark

But when we compare:

• Videos

... (truncated)

Commits

• 649fa0d Version boosted to 2.0.6 (#2506)
• 5ce450a Fixed function / module match (#2505)
• 40d208d More checks in Mosaic (#2503)
• 9868a6a Update domain adaptation (#2502)
• 44f8b52 Updated module doc in mixing (#2501)
• e02429b Shysto feature mosaic (#2495)
• d764447 Vectorize crops (#2494)
• 03b73d4 Vectorized Channel shuffle (#2493)
• 8346bda Updated logos in Readme (#2492)
• df1549c Speed up geometric (#2491)
• Additional commits viewable in compare view

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