Fix age and gender bounding box issue

[prasannals]

No description provided.

[Copilot]

Pull Request Overview

This PR enhances bounding box handling by ensuring face detection boxes are square and confined within image boundaries, and adds guidance for dependency versioning in migration docs.

• Extended scale() to accept image dimensions and clamp box coordinates within image bounds.
• Updated predict_age_and_gender to pass image width/height to scale().
• Added a note in flaskml_migration_steps.md on specifying dependency versions in the root pyproject.toml.

Reviewed Changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated no comments.

File	Description
src/age_and_gender_detection/age_and_gender_detection/model.py	Modified scale() signature to include optional image_width/image_height, added clamping logic, and updated its call site in predict_age_and_gender.
flaskml_migration_steps.md	Inserted a note on proper dependency version placement between plugin and root pyproject.toml.

Comments suppressed due to low confidence (2)

src/age_and_gender_detection/age_and_gender_detection/model.py:13

• Consider adding a docstring to explain the new optional parameters image_width and image_height, and clarify how the bounding box is clamped within image bounds.

def scale(box, image_width=None, image_height=None):

flaskml_migration_steps.md:27

• [nitpick] Format this note consistently with the surrounding numbered list (e.g., indent it as a sub-point or use a Markdown blockquote > Note:) to maintain readability and list structure.

NOTE: Specify the version of the dependencies in the root level pyproject.toml. The individual plugin's pyproject.toml must not contain the version numbers.