"""Entry-point standalone Pattern Matching 2D shape-based.

Esegui:  uv run python main.py
"""
from pathlib import Path

from pm2d.gui import run


if __name__ == "__main__":
    test_dir = Path(__file__).parent / "Test"
    run(
        initial_dir=str(test_dir) if test_dir.is_dir() else None,
        angle_range_deg=(0.0, 360.0),
        angle_step_deg=5.0,
        scale_range=(1.0, 1.0),
        scale_step=0.1,
        num_features=96,
        weak_grad=30.0,
        strong_grad=60.0,
        spread_radius=5,
        pyramid_levels=3,
        min_score=0.55,
        max_matches=25,
        backend="line",
    )