"""Robustness-check variant of the occluded images: every occluder shape is filled BLUE with a YELLOW border, regardless of the colors stored in the annotations. Geometry (bbox/polygon positions) is taken verbatim from annotations.json so only the occluder color changes vs. the original `_occluded.png` set.""" import json import shutil from pathlib import Path from PIL import Image, ImageDraw SRC_DIR = Path("data/combined_output") ANNOTATIONS_PATH = SRC_DIR / "annotations.json" OUT_DIR = Path("data/combined_output_blue") FILL_COLOR = "#0000ff" # blue interior BORDER_COLOR = "#eeff00" # yellow border BORDER_WIDTH = 2 OUT_DIR.mkdir(exist_ok=True) # eval_script.py reads annotations.json from the data_dir shutil.copy(ANNOTATIONS_PATH, OUT_DIR / "annotations.json") with open(ANNOTATIONS_PATH) as f: data = json.load(f) made = 0 for entry in data: original_file = SRC_DIR / entry["original_file"] if not original_file.exists(): print(f"Missing original: {original_file}") continue img = Image.open(original_file).convert("RGBA") overlay = Image.new("RGBA", img.size, (0, 0, 0, 0)) draw = ImageDraw.Draw(overlay) for ann in entry["annotations"]: if ann["type"] == "bbox": draw.rectangle( [ann["x1"], ann["y1"], ann["x2"], ann["y2"]], outline=BORDER_COLOR, fill=FILL_COLOR, width=BORDER_WIDTH, ) elif ann["type"] == "polygon": points = [(p["x"], p["y"]) for p in ann["points"]] draw.polygon(points, outline=BORDER_COLOR, fill=FILL_COLOR) # thicken the outline to match the border width used elsewhere draw.line(points + [points[0]], fill=BORDER_COLOR, width=BORDER_WIDTH) result = Image.alpha_composite(img, overlay).convert("RGB") out_path = OUT_DIR / f"{original_file.stem}_occluded.png" result.save(out_path) made += 1 print(f"Done. Generated {made} blue-occluded images in {OUT_DIR}/")