verify_padis_reconstruction_quality.py 🚧¶

Source: scripts/dev/verify_padis_reconstruction_quality.py

Warning

This file has not yet received a complete narrative and docstring audit. Its public source-level API is listed automatically below.

Verify PaDIS reconstruction tensors against target and public references.

as_numpy_image(tensor_or_array) → np.ndarray: No docstring is available.

psnr_from_mse(mse: float, data_range: float = 1.0) → float: No docstring is available.

ssim_value(image: np.ndarray, reference: np.ndarray) → float: No docstring is available.

edge_ssim_value(image: np.ndarray, reference: np.ndarray) → float: No docstring is available.

image_metrics(image: np.ndarray, reference: np.ndarray) → dict: Calculate image and edge similarity metrics against a reference.

load_public_reference(path: Path) → np.ndarray: No docstring is available.

save_visual_outputs(output_dir: Path, *, sample_index: int, recon: np.ndarray, target: np.ndarray, reference: np.ndarray | None, fdk: np.ndarray | None, image_vmax: float, error_vmax: float) → dict: No docstring is available.

fail_if_needed(args, summary: dict) → None: No docstring is available.

main() → None: Evaluate reconstruction quality and enforce requested thresholds.