Enable instance segmentation data pipeline

[sungchul1]

Summary

This PR includes:

• [x] Update/Add transforms to enable masks and polygons for iseg
  • [x] Resize
  • [x] Pad
  • [x] RandomFlip
  • [x] CachedMosaic
  • [x] CachedMixUp
  • [x] RandomResize
  • [x] RandomCrop
  • [x] FilterAnnotations
• [x] Update recipes
  • [x] maskrcnn_efficientnetb2b
  • [x] maskrcnn_r50
  • [x] maskrcnn_swint
  • [x] rtmdet_inst_tiny
• [x] Update base dataset to avoid None results

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