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Update app.py
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app.py
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@@ -9,89 +9,118 @@ from datetime import datetime
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import cv2
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from PIL import Image
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import numpy as np
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class WatermarkGUI:
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### Watermark Quality Report
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- Quality Score: {quality_data
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- PSNR: {quality_data
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- Histogram Similarity: {quality_data
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- Modified Pixels: {quality_data
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### Metadata
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- Author: {author}
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- Purpose: {purpose}
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- Timestamp: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}
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### Extracted Watermark
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Text: {data
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### Metadata
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- Timestamp: {data
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- Author: {data
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- Purpose: {data
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### Welcome to Secure Watermark - Advanced Image Protection System
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- Creative Work Protection
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Try our system by uploading an image and adding your watermark below!
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with gr.
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if __name__ == "__main__":
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import cv2
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from PIL import Image
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import numpy as np
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import logging
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# ๋ก๊น
์ค์ (๋๋ฒ๊ทธ ์ ๋ณด ์ถ๋ ฅ)
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logging.basicConfig(level=logging.DEBUG)
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class WatermarkGUI:
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def __init__(self):
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self.processor = WatermarkProcessor()
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self.create_interface()
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def process_watermark(self, image, watermark_text, author, purpose, opacity):
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"""๋ฉํ๋ฐ์ดํฐ์ ํจ๊ป ์ํฐ๋งํฌ๋ฅผ ์ด๋ฏธ์ง์ ์ถ๊ฐ"""
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if image is None or watermark_text.strip() == "":
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return None, "์ด๋ฏธ์ง์ ์ํฐ๋งํฌ ํ
์คํธ๋ฅผ ๋ชจ๋ ์ ๊ณตํด์ฃผ์ธ์."
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metadata = {
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"author": author,
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"purpose": purpose,
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"opacity": opacity
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}
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# ์์ ์ด๋ฏธ์ง ์ ์ฅ
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temp_path = tempfile.mktemp(suffix='.png')
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try:
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Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB)).save(temp_path)
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logging.debug("์์ ์ด๋ฏธ์ง ์ ์ฅ ์๋ฃ: %s", temp_path)
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except Exception as e:
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logging.error("์์ ์ด๋ฏธ์ง ์ ์ฅ ์ค ์ค๋ฅ: %s", e)
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return None, f"์ด๋ฏธ์ง ์ ์ฅ ์ค๋ฅ: {e}"
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# ์ํฐ๋งํฌ ์ถ๊ฐ
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result_path, message = self.processor.encode(temp_path, watermark_text, metadata)
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logging.debug("์ํฐ๋งํฌ ์ธ์ฝ๋ฉ ๊ฒฐ๊ณผ - result_path: %s, message: %s", result_path, message)
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if "Error" in message:
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os.remove(temp_path)
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return None, message
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# ํ์ง ๋ณด๊ณ ์ ์์ฑ
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quality_report = self.processor.analyze_quality(temp_path, result_path)
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try:
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quality_data = json.loads(quality_report)
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except Exception as e:
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logging.error("ํ์ง ๋ณด๊ณ ์ ํ์ฑ ์ค๋ฅ: %s", e)
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quality_data = {"quality_score": "N/A", "psnr": "N/A", "histogram_similarity": 0, "modified_pixels": 0}
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report = f"""
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### Watermark Quality Report
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- Quality Score: {quality_data.get('quality_score', 'N/A')}%
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- PSNR: {quality_data.get('psnr', 'N/A')} dB
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- Histogram Similarity: {quality_data.get('histogram_similarity', 0) * 100:.2f}%
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- Modified Pixels: {quality_data.get('modified_pixels', 0):,}
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### Metadata
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- Author: {author}
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- Purpose: {purpose}
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- Timestamp: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}
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"""
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os.remove(temp_path)
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watermarked_image = cv2.imread(result_path)
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if watermarked_image is None:
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logging.error("์ํฐ๋งํฌ๊ฐ ์ถ๊ฐ๋ ์ด๋ฏธ์ง ๋ก๋ ์คํจ: %s", result_path)
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return None, "์ํฐ๋งํฌ ์ด๋ฏธ์ง ๋ก๋์ ์คํจํ์ต๋๋ค."
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return watermarked_image, report
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def detect_watermark(self, image):
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"""์ํฐ๋งํฌ ๊ฒ์ถ ๋ฐ ์ถ์ถ"""
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if image is None:
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return "์ด๋ฏธ์ง๋ฅผ ์ ๊ณตํด์ฃผ์ธ์."
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# ์์ ์ด๋ฏธ์ง ์ ์ฅ
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temp_path = tempfile.mktemp(suffix='.png')
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try:
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Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB)).save(temp_path)
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logging.debug("์ํฐ๋งํฌ ๊ฒ์ถ์ฉ ์์ ์ด๋ฏธ์ง ์ ์ฅ ์๋ฃ: %s", temp_path)
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except Exception as e:
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logging.error("๊ฒ์ถ์ฉ ์ด๋ฏธ์ง ์ ์ฅ ์ค ์ค๋ฅ: %s", e)
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return f"์ด๋ฏธ์ง ์ ์ฅ ์ค๋ฅ: {e}"
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# ์ํฐ๋งํฌ ์ถ์ถ
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result = self.processor.decode(temp_path)
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logging.debug("๋์ฝ๋ ๊ฒฐ๊ณผ: %s", result)
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os.remove(temp_path)
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try:
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data = json.loads(result)
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report = f"""
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### Extracted Watermark
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Text: {data.get('text', 'N/A')}
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### Metadata
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- Timestamp: {data.get('timestamp', 'N/A')}
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- Author: {data.get('metadata', {}).get('author', 'N/A')}
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- Purpose: {data.get('metadata', {}).get('purpose', 'N/A')}
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"""
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return report
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except Exception as e:
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logging.error("์ํฐ๋งํฌ ๋์ฝ๋ฉ ๊ฒฐ๊ณผ ํ์ฑ ์ค๋ฅ: %s", e)
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return result
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def create_interface(self):
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"""Gradio ์ธํฐํ์ด์ค ์์ฑ"""
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with gr.Blocks(css="footer {visibility: hidden}") as self.interface:
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gr.HTML(
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"""<a href="https://visitorbadge.io/status?path=https%3A%2F%2Ffantos-SecureWatermark.hf.space">
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<img src="https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Ffantos-SecureWatermark.hf.space&countColor=%23263759" />
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</a>"""
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)
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gr.Markdown(
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"""# Enhanced Image Watermarking System
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### Welcome to Secure Watermark - Advanced Image Protection System
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- Creative Work Protection
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Try our system by uploading an image and adding your watermark below!
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"""
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)
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with gr.Tabs():
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# ์ํฐ๋งํฌ ์ถ๊ฐ ํญ
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with gr.Tab("Add Watermark"):
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(label="Input Image", type="numpy")
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watermark_text = gr.Textbox(label="Watermark Text")
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author = gr.Textbox(label="Author", placeholder="Enter author name")
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purpose = gr.Textbox(label="Purpose", placeholder="Enter watermark purpose")
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opacity = gr.Slider(minimum=0.1, maximum=1.0, value=0.3, label="Watermark Opacity")
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with gr.Row():
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process_btn = gr.Button("Add Watermark", variant="primary")
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with gr.Column():
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result_image = gr.Image(label="Watermarked Image")
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quality_report = gr.Markdown(label="Quality Report")
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# ์ํฐ๋งํฌ ๊ฒ์ถ ํญ
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with gr.Tab("Detect Watermark"):
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with gr.Row():
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detect_image = gr.Image(label="Input Image", type="numpy")
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detect_result = gr.Markdown(label="Detected Watermark")
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detect_btn = gr.Button("Detect Watermark")
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# ์ด๋ฒคํธ ํธ๋ค๋ฌ ์ฐ๊ฒฐ
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process_btn.click(
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fn=self.process_watermark,
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inputs=[input_image, watermark_text, author, purpose, opacity],
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outputs=[result_image, quality_report]
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)
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detect_btn.click(
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fn=self.detect_watermark,
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inputs=[detect_image],
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outputs=detect_result
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)
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def launch(self, *args, **kwargs):
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"""์ธํฐํ์ด์ค ์คํ"""
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self.interface.launch(*args, **kwargs)
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if __name__ == "__main__":
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app = WatermarkGUI()
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app.launch()
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