import argparse import os import json from datetime import datetime import cv2 def evaluate_watermark(groundtruth_path, watermark_text, output_txt_path): process_status = True final_result_status = False comments = [] time_point = datetime.now().isoformat() if not os.path.exists(groundtruth_path) or os.path.getsize(groundtruth_path) == 0: comments.append(f"Error: Original image file '{groundtruth_path}' does not exist or is empty.") process_status = False else: img = cv2.imread(groundtruth_path) if img is None: comments.append("Error: Failed to read original image. Check file integrity/format.") process_status = False if not os.path.exists(output_txt_path) or os.path.getsize(output_txt_path) == 0: comments.append(f"Error: Output text file '{output_txt_path}' does not exist or is empty.") process_status = False if process_status: try: with open(output_txt_path, 'r', encoding='utf-8') as f: extracted_text = f.read().strip() is_match = (extracted_text == watermark_text) comments.append(f"{'✅' if is_match else '❌'} Extracted watermark: '{extracted_text}' | Expected: '{watermark_text}'") final_result_status = is_match comments.append(f"Final evaluation: Watermark match={is_match}") except Exception as e: comments.append(f"Exception during reading output file: {e}") final_result_status = False output_data = { "Process": process_status, "Result": final_result_status, "TimePoint": time_point, "Comments": "\n".join(comments) } return output_data def write_to_jsonl(file_path, data): try: os.makedirs(os.path.dirname(file_path), exist_ok=True) with open(file_path, 'a', encoding='utf-8') as f: f.write(json.dumps(data, ensure_ascii=False, default=str) + '\n') print(f"✅ Results appended to JSONL file: {file_path}") except Exception as e: print(f"❌ Error writing to JSONL file: {e}") if __name__ == "__main__": parser = argparse.ArgumentParser( description="Evaluate blind watermark decoding result (text file) against expected watermark string") parser.add_argument("--groundtruth", required=True, help="Path to original image (PNG)") parser.add_argument("--output", required=True, help="Path to decoded watermark text file (txt)") parser.add_argument("--watermark", required=True, help="Expected watermark string") parser.add_argument("--result", help="Output path for JSONL results") args = parser.parse_args() evaluation_result = evaluate_watermark(args.groundtruth, args.watermark, args.output) if args.result: write_to_jsonl(args.result, evaluation_result)