Improve Vitens Kiemgetal OTX 1.6.x

[eugene123tw]

Summary

• Remove the maximum number of detections from the tile adaptor and make it manually configurable.
  • e.g. otx train --workspace=... params --tiling_parameters.enable_tiling=true --tiling_parameters.tile_max_number=200
• Remove random affine and color augmentation for YOLOX and ATSS tile recipes.

How to test

Checklist

• I have added unit tests to cover my changes.​
• I have added integration tests to cover my changes.​
• I have ran e2e tests and there is no issues.
• I have added the description of my changes into CHANGELOG in my target branch (e.g., CHANGELOG in develop).​
• I have updated the documentation in my target branch accordingly (e.g., documentation in develop).
• I have linked related issues.

License

• I submit my code changes under the same Apache License that covers the project.
  Feel free to contact the maintainers if that's a concern.
• I have updated the license header for each file (see an example below).

# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

[sovrasov]

@eugene123tw CI is not working for this branch, since all workers were moved to AWS.
Could you run linters, unit & tiling detection integration tests manually?

[eugene123tw]

[eugene123tw]

[eugene123tw]

tests/integration/cli/instance_segmentation/test_tiling_instseg.py

pytest tests/integration/cli/detection/test_tiling_detection.py