| from __future__ import annotations |
|
|
| import argparse |
| import sys |
| from pathlib import Path |
|
|
| ROOT = Path(__file__).resolve().parents[1] |
| if str(ROOT) not in sys.path: |
| sys.path.insert(0, str(ROOT)) |
|
|
| from lol_viewport.metrics import evaluate_box_dir |
|
|
|
|
| DEFAULT_REPLAYS = [ |
| "241019_TESvsT1_3Set_cropped", |
| "241020_GENvsFLY_3Set_cropped", |
| "241026_WBGvsBLG_3Set_cropped", |
| "241027_T1vsGEN_3Set_cropped", |
| "241102_T1vsBLG_3Set_cropped", |
| ] |
|
|
|
|
| def main() -> None: |
| parser = argparse.ArgumentParser(description="Evaluate viewport boxes with Mean IoU and IoU threshold rates.") |
| parser.add_argument("--box-dir", required=True) |
| parser.add_argument("--replays", nargs="+", default=DEFAULT_REPLAYS) |
| args = parser.parse_args() |
|
|
| summary = evaluate_box_dir(Path(args.box_dir), args.replays) |
| print(f"Mean IoU: {summary.mean_iou:.4f}") |
| print(f"IoU >= 0.3 (%): {summary.iou_ge_03:.2f}") |
| print(f"IoU >= 0.5 (%): {summary.iou_ge_05:.2f}") |
| print(f"IoU >= 0.7 (%): {summary.iou_ge_07:.2f}") |
| print(f"Frames: {summary.frames}") |
|
|
|
|
| if __name__ == "__main__": |
| main() |
|
|
