Download code/scripts/summarize_quality_audit.py from ManfredC/cmevs-erp-eval: direct link, hf CLI and curl.
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https://huggingface.co/datasets/ManfredC/cmevs-erp-eval/resolve/main/code/scripts/summarize_quality_audit.py
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curl -L -o summarize_quality_audit.py https://huggingface.co/datasets/ManfredC/cmevs-erp-eval/resolve/main/code/scripts/summarize_quality_audit.py
1.89 kB
| #!/usr/bin/env python3 | |
| from __future__ import annotations | |
| import argparse | |
| import csv | |
| from pathlib import Path | |
| from _common import safe_div, write_csv, write_latex_table, write_markdown_table | |
| def parse_args() -> argparse.Namespace: | |
| parser = argparse.ArgumentParser(description="Summarize frame-level quality audit results.") | |
| parser.add_argument("--audit-csv", type=Path, required=True) | |
| parser.add_argument("--output-dir", type=Path, required=True) | |
| return parser.parse_args() | |
| def main() -> None: | |
| args = parse_args() | |
| with args.audit_csv.open("r", encoding="utf-8", newline="") as f: | |
| rows = list(csv.DictReader(f)) | |
| total = len(rows) | |
| passed = sum(1 for row in rows if str(row.get("passed", "")).lower() == "true") | |
| rgb_ok = sum(1 for row in rows if str(row.get("rgb_png_magic", "")).lower() == "true") | |
| depth_ok = sum(1 for row in rows if str(row.get("depth_npy_magic", "")).lower() == "true") | |
| pose_ok = sum(1 for row in rows if str(row.get("pose_json_valid", "")).lower() == "true") | |
| summary = [ | |
| { | |
| "audited_frames": total, | |
| "passed_frames": passed, | |
| "pass_rate": round(safe_div(passed, total), 6), | |
| "rgb_valid_rate": round(safe_div(rgb_ok, total), 6), | |
| "depth_valid_rate": round(safe_div(depth_ok, total), 6), | |
| "pose_valid_rate": round(safe_div(pose_ok, total), 6), | |
| } | |
| ] | |
| args.output_dir.mkdir(parents=True, exist_ok=True) | |
| write_csv(args.output_dir / "audit_summary.csv", summary) | |
| write_markdown_table(args.output_dir / "audit_summary.md", summary) | |
| write_latex_table( | |
| args.output_dir / "audit_summary.tex", | |
| summary, | |
| caption="Render and metadata quality audit.", | |
| label="tab:quality_audit", | |
| ) | |
| print(f"Wrote quality-audit summary to {args.output_dir}") | |
| if __name__ == "__main__": | |
| main() | |