v2.1.0

[BKDDFS]

Release Notes

New Features

• Add frames_extractor:

  • Added all_frames flag to best_frames_extractor.
  • Implemented all_frames logic in best_frames_extractor and updated tests accordingly.
  • Added all_frames flag to service_initializer and updated tests.

• New Sections and Enhancements in Documentation:

  • Added section Architecture and update README
  • Created and updated CONTRIBUTING.md, CODE_OF_CONDUCT.md, SECURITY.md, and pull_request_template.md.
  • Added visualizations and demo presentation image to the README.
  • Compressed static files and images for better performance.
  • Updated issue templates for bug reports and feature requests.

Bug Fixes

• Fixed logo text color.
• Fixed href links in various sections.
• Fixed typos and improved text in both English and Polish READMEs.
• Fixed code_of_conduct href in CONTRIBUTING.md.
• Removed non-functional README.md badge.
• Fixed typo in extractors.

Refactoring and Improvements

• Replaced | with typing.Union.
• Renamed methods for consistency:
• get_extractor() -> create_extractor() in ExtractorFactory.
• Changed method name in OpenCVVideo from get_next_video_frames to get_next_frames.
• Moved normalizing images from evaluator to extractors.
• Added normalize_images method as an abstract method in image_processors.py.
• Moved ServiceShutdownSignal inside DockerManager.
• Made ServiceInitializer attributes protected.
• Added license to docstrings.
• Added badges and fixed language links.

Other Changes

• Created and updated various markdown files in the .github directory.
• Improved docker configurations by adding .dockerignore.

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This discussion was created from the release v2.1.0.