from __future__ import annotations from pathlib import Path import typer from rich import print from .pipeline import MattingPipeline, run_image from .settings import ( AlphaPostSettings, ChromaSettings, DespillSettings, ModelSettings, PipelineSettings, TrimapSettings, ) app = typer.Typer(help="Offline green screen character matting.") def _settings( model_name: str, device: str, matting_method: str, fallback_to_chroma_alpha: bool, sure_bg_threshold: float, sure_fg_threshold: float, unknown_radius_ratio: float, fg_safe_radius_ratio: float, despill: bool, ) -> PipelineSettings: return PipelineSettings( chroma=ChromaSettings(), trimap=TrimapSettings( sure_bg_threshold=sure_bg_threshold, sure_fg_threshold=sure_fg_threshold, unknown_radius_ratio=unknown_radius_ratio, fg_safe_radius_ratio=fg_safe_radius_ratio, ), alpha_post=AlphaPostSettings(), despill=DespillSettings(enabled=despill), model=ModelSettings( model_name=model_name, device=device, matting_method=matting_method, fallback_to_chroma_alpha=fallback_to_chroma_alpha, ), ) @app.command() def main( input: Path | None = typer.Option(None, "--input", "-i", exists=True, file_okay=True, dir_okay=False), output: Path | None = typer.Option(None, "--output", "-o", file_okay=True, dir_okay=False), input_dir: Path | None = typer.Option(None, "--input-dir", exists=True, file_okay=False, dir_okay=True), output_dir: Path | None = typer.Option(None, "--output-dir", file_okay=False, dir_okay=True), debug_dir: Path | None = typer.Option(None, "--debug-dir", file_okay=False, dir_okay=True), model_name: str = typer.Option("hustvl/vitmatte-small-composition-1k", "--model-name"), device: str = typer.Option("cuda", "--device"), matting_method: str = typer.Option("vitmatte", "--matting-method"), fallback_to_chroma_alpha: bool = typer.Option(False, "--fallback-to-chroma-alpha/--no-fallback-to-chroma-alpha"), sure_bg_threshold: float = typer.Option(0.92, "--sure-bg-threshold", min=0.0, max=1.0), sure_fg_threshold: float = typer.Option(0.12, "--sure-fg-threshold", min=0.0, max=1.0), unknown_radius_ratio: float = typer.Option(0.012, "--unknown-radius-ratio", min=0.0), fg_safe_radius_ratio: float = typer.Option(0.006, "--fg-safe-radius-ratio", min=0.0), despill: bool = typer.Option(True, "--despill/--no-despill"), ) -> None: settings = _settings( model_name=model_name, device=device, matting_method=matting_method, fallback_to_chroma_alpha=fallback_to_chroma_alpha, sure_bg_threshold=sure_bg_threshold, sure_fg_threshold=sure_fg_threshold, unknown_radius_ratio=unknown_radius_ratio, fg_safe_radius_ratio=fg_safe_radius_ratio, despill=despill, ) try: if input_dir is not None: if output_dir is None: raise typer.BadParameter("--output-dir is required when --input-dir is used") images = sorted( p for p in input_dir.iterdir() if p.suffix.lower() in {".png", ".jpg", ".jpeg", ".webp"} ) if not images: raise typer.BadParameter(f"No supported images found in {input_dir}") pipeline = MattingPipeline(settings) for image_path in images: out_path = output_dir / f"{image_path.stem}_rgba.png" dbg = None if debug_dir is None else debug_dir / image_path.stem result = pipeline.run_image(image_path, out_path, dbg) print(f"[green]wrote[/green] {result['output']}") return if input is None or output is None: raise typer.BadParameter("Use either --input/--output or --input-dir/--output-dir") result = run_image(input, output, debug_dir, settings) print(f"[green]wrote[/green] {result['output']}") except RuntimeError as exc: print(f"[red]error:[/red] {exc}") raise typer.Exit(code=1) from exc if __name__ == "__main__": app()