Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
@@ -11,37 +11,37 @@ from PIL import Image
|
|
11 |
import numpy as np
|
12 |
|
13 |
class WatermarkGUI:
|
14 |
-
|
15 |
-
|
16 |
-
|
17 |
|
18 |
-
|
19 |
-
|
20 |
-
|
21 |
-
|
22 |
-
|
23 |
-
|
24 |
-
|
25 |
-
|
26 |
-
|
27 |
-
|
28 |
-
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
|
33 |
-
|
34 |
-
|
35 |
-
|
36 |
-
|
37 |
-
|
38 |
-
|
39 |
-
|
40 |
-
|
41 |
-
|
42 |
-
|
43 |
-
|
44 |
-
|
45 |
### Watermark Quality Report
|
46 |
- Quality Score: {quality_data['quality_score']}%
|
47 |
- PSNR: {quality_data['psnr']} dB
|
@@ -52,28 +52,28 @@ class WatermarkGUI:
|
|
52 |
- Author: {author}
|
53 |
- Purpose: {purpose}
|
54 |
- Timestamp: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}
|
55 |
-
|
56 |
-
|
57 |
-
|
58 |
-
|
59 |
|
60 |
-
|
61 |
-
|
62 |
-
|
63 |
-
|
64 |
-
|
65 |
-
|
66 |
-
|
67 |
-
|
68 |
-
|
69 |
-
|
70 |
-
|
71 |
-
|
72 |
-
|
73 |
-
|
74 |
-
|
75 |
-
|
76 |
-
|
77 |
### Extracted Watermark
|
78 |
Text: {data['text']}
|
79 |
|
@@ -81,18 +81,18 @@ Text: {data['text']}
|
|
81 |
- Timestamp: {data['timestamp']}
|
82 |
- Author: {data['metadata'].get('author', 'N/A')}
|
83 |
- Purpose: {data['metadata'].get('purpose', 'N/A')}
|
84 |
-
|
85 |
-
|
86 |
-
|
87 |
-
|
88 |
|
89 |
-
|
90 |
-
|
91 |
-
|
92 |
-
|
93 |
-
|
94 |
-
|
95 |
-
|
96 |
### Welcome to Secure Watermark - Advanced Image Protection System
|
97 |
|
98 |
🔒 **Key Features:**
|
@@ -109,47 +109,44 @@ Text: {data['text']}
|
|
109 |
- Creative Work Protection
|
110 |
|
111 |
Try our system by uploading an image and adding your watermark below!
|
112 |
-
|
113 |
-
|
114 |
-
|
115 |
-
|
116 |
-
|
117 |
-
|
118 |
-
|
119 |
-
|
120 |
-
|
121 |
-
|
122 |
-
|
123 |
-
|
124 |
-
|
125 |
-
|
126 |
-
|
127 |
-
|
128 |
-
|
129 |
-
|
130 |
-
|
131 |
-
|
132 |
-
|
133 |
-
|
134 |
-
|
135 |
-
|
136 |
-
|
137 |
-
|
138 |
-
|
139 |
-
|
140 |
-
|
141 |
-
|
142 |
-
|
143 |
-
|
144 |
-
|
145 |
-
|
146 |
-
|
147 |
-
|
148 |
-
|
149 |
-
|
150 |
-
inputs=[detect_image],
|
151 |
-
outputs=detect_result
|
152 |
-
)
|
153 |
|
154 |
def launch(self, *args, **kwargs):
|
155 |
"""Launch the interface"""
|
|
|
11 |
import numpy as np
|
12 |
|
13 |
class WatermarkGUI:
|
14 |
+
def __init__(self):
|
15 |
+
self.processor = WatermarkProcessor()
|
16 |
+
self.create_interface()
|
17 |
|
18 |
+
def process_watermark(self, image, watermark_text, author, purpose, opacity):
|
19 |
+
"""Process watermark with metadata"""
|
20 |
+
if image is None or watermark_text.strip() == "":
|
21 |
+
return None, "Please provide both image and watermark text"
|
22 |
+
|
23 |
+
metadata = {
|
24 |
+
"author": author,
|
25 |
+
"purpose": purpose,
|
26 |
+
"opacity": opacity
|
27 |
+
}
|
28 |
+
|
29 |
+
# Save temporary image
|
30 |
+
temp_path = tempfile.mktemp(suffix='.png')
|
31 |
+
Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB)).save(temp_path)
|
32 |
+
|
33 |
+
# Add watermark
|
34 |
+
result_path, message = self.processor.encode(temp_path, watermark_text, metadata)
|
35 |
+
|
36 |
+
if "Error" in message:
|
37 |
+
return None, message
|
38 |
+
|
39 |
+
# Generate quality report
|
40 |
+
quality_report = self.processor.analyze_quality(temp_path, result_path)
|
41 |
+
quality_data = json.loads(quality_report)
|
42 |
+
|
43 |
+
# Create formatted report
|
44 |
+
report = f"""
|
45 |
### Watermark Quality Report
|
46 |
- Quality Score: {quality_data['quality_score']}%
|
47 |
- PSNR: {quality_data['psnr']} dB
|
|
|
52 |
- Author: {author}
|
53 |
- Purpose: {purpose}
|
54 |
- Timestamp: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}
|
55 |
+
"""
|
56 |
+
|
57 |
+
os.remove(temp_path)
|
58 |
+
return cv2.imread(result_path), report
|
59 |
|
60 |
+
def detect_watermark(self, image):
|
61 |
+
"""Detect and extract watermark"""
|
62 |
+
if image is None:
|
63 |
+
return "Please provide an image"
|
64 |
+
|
65 |
+
# Save temporary image
|
66 |
+
temp_path = tempfile.mktemp(suffix='.png')
|
67 |
+
Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB)).save(temp_path)
|
68 |
+
|
69 |
+
# Extract watermark
|
70 |
+
result = self.processor.decode(temp_path)
|
71 |
+
os.remove(temp_path)
|
72 |
+
|
73 |
+
try:
|
74 |
+
# Parse JSON result
|
75 |
+
data = json.loads(result)
|
76 |
+
report = f"""
|
77 |
### Extracted Watermark
|
78 |
Text: {data['text']}
|
79 |
|
|
|
81 |
- Timestamp: {data['timestamp']}
|
82 |
- Author: {data['metadata'].get('author', 'N/A')}
|
83 |
- Purpose: {data['metadata'].get('purpose', 'N/A')}
|
84 |
+
"""
|
85 |
+
return report
|
86 |
+
except:
|
87 |
+
return result
|
88 |
|
89 |
+
def create_interface(self):
|
90 |
+
"""Create Gradio interface"""
|
91 |
+
with gr.Blocks(css="footer {visibility: hidden}") as self.interface:
|
92 |
+
gr.HTML("""<a href="https://visitorbadge.io/status?path=https%3A%2F%2Fgunship999-SecureWatermark.hf.space"> <img src="https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Fgunship999-SecureWatermark.hf.space&countColor=%23263759" /> </a>""")
|
93 |
+
|
94 |
+
gr.Markdown("""# Enhanced Image Watermarking System
|
95 |
+
|
96 |
### Welcome to Secure Watermark - Advanced Image Protection System
|
97 |
|
98 |
🔒 **Key Features:**
|
|
|
109 |
- Creative Work Protection
|
110 |
|
111 |
Try our system by uploading an image and adding your watermark below!
|
112 |
+
""")
|
113 |
+
|
114 |
+
with gr.Tabs():
|
115 |
+
# Add Watermark Tab
|
116 |
+
with gr.Tab("Add Watermark"):
|
117 |
+
with gr.Row():
|
118 |
+
with gr.Column():
|
119 |
+
input_image = gr.Image(label="Input Image", type="numpy")
|
120 |
+
watermark_text = gr.Textbox(label="Watermark Text")
|
121 |
+
author = gr.Textbox(label="Author", placeholder="Enter author name")
|
122 |
+
purpose = gr.Textbox(label="Purpose", placeholder="Enter watermark purpose")
|
123 |
+
opacity = gr.Slider(minimum=0.1, maximum=1.0, value=0.3,
|
124 |
+
label="Watermark Opacity")
|
125 |
+
|
126 |
+
with gr.Row():
|
127 |
+
process_btn = gr.Button("Add Watermark", variant="primary")
|
128 |
+
|
129 |
+
with gr.Column():
|
130 |
+
result_image = gr.Image(label="Watermarked Image")
|
131 |
+
quality_report = gr.Markdown(label="Quality Report")
|
132 |
+
|
133 |
+
# Detect Watermark Tab
|
134 |
+
with gr.Tab("Detect Watermark"):
|
135 |
+
with gr.Row():
|
136 |
+
detect_image = gr.Image(label="Input Image", type="numpy")
|
137 |
+
detect_result = gr.Markdown(label="Detected Watermark")
|
138 |
+
detect_btn = gr.Button("Detect Watermark")
|
139 |
+
|
140 |
+
# Event handlers
|
141 |
+
process_btn.click(
|
142 |
+
fn=self.process_watermark,
|
143 |
+
inputs=[input_image, watermark_text, author, purpose, opacity],
|
144 |
+
outputs=[result_image, quality_report]
|
145 |
+
)
|
146 |
+
|
147 |
+
detect_btn.click(
|
148 |
+
fn=self.detect_watermark,
|
149 |
+
inputs=[detect_image],
|
|
|
|
|
|
|
150 |
|
151 |
def launch(self, *args, **kwargs):
|
152 |
"""Launch the interface"""
|