"""Render a positive example from the native ground truth without modifying data.""" import argparse import json from pathlib import Path from PIL import Image, ImageDraw if __name__ == "__main__": parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("--root", type=Path, default=Path(__file__).resolve().parents[1]) parser.add_argument("--image-id") parser.add_argument("--output", type=Path, default=Path("/tmp/municipalbench.png")) args = parser.parse_args() rows = json.loads((args.root / "annotations/ground_truth.json").read_text()) record = next(r for r in rows if r["image_id"] == args.image_id) if args.image_id else next( r for r in rows if r["gold"]["violations"]) manifest = {r["image_id"]: r for r in map(json.loads, (args.root / "release/image_manifest.jsonl").read_text().splitlines())} image = Image.open(args.root / manifest[record["image_id"]]["file_name"]).convert("RGB") draw = ImageDraw.Draw(image) for v in record["gold"]["violations"]: x, y, w, h = v["bbox"]; iw, ih = image.size draw.rectangle((x*iw, y*ih, (x+w)*iw, (y+h)*ih), outline="red", width=3) draw.text((x*iw+3, y*ih+3), v["use_case_id"], fill="red", stroke_width=1, stroke_fill="white") image.save(args.output) print(args.output)