Update app.py
Browse files
app.py
CHANGED
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@@ -218,7 +218,7 @@ class ForgeryDetector:
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# Create HTML response
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results_html = self._create_html_report(results)
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return
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def _create_overlay(self, image, results):
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"""Create overlay visualization"""
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@@ -312,15 +312,15 @@ def detect_forgery(file):
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try:
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if file is None:
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empty_html = "<div style='padding:12px; border:1px solid #d9534f; border-radius:8px;'>❌ <b>No file uploaded.</b></div>"
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return None, None, None,
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# Get file path
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file_path = file if isinstance(file, str) else file
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# Detect forgeries
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return
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except Exception as e:
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import traceback
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@@ -331,7 +331,7 @@ def detect_forgery(file):
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❌ <b>Error:</b> {str(e)}
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</div>
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"""
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return None, None, None,
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# Custom CSS - subtle styling
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@@ -384,9 +384,7 @@ with gr.Blocks(css=custom_css) as demo:
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with gr.Column(scale=2):
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gr.Markdown("### Detection Results")
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original_image = gr.Image(label="Original Document", type="numpy")
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output_image = gr.Image(label="Detected Forgeries", type="numpy")
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with gr.Row():
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with gr.Column(scale=1):
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@@ -414,13 +412,13 @@ with gr.Blocks(css=custom_css) as demo:
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analyze_btn.click(
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fn=detect_forgery,
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inputs=[input_file],
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outputs=[
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)
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clear_btn.click(
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fn=lambda: (None, None, None, None,
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inputs=None,
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outputs=[input_file,
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)
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# Create HTML response
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results_html = self._create_html_report(results)
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return overlay, gauge_dice, gauge_accuracy, results_html
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def _create_overlay(self, image, results):
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"""Create overlay visualization"""
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try:
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if file is None:
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empty_html = "<div style='padding:12px; border:1px solid #d9534f; border-radius:8px;'>❌ <b>No file uploaded.</b></div>"
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return None, None, None, empty_html
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# Get file path
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file_path = file if isinstance(file, str) else file
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# Detect forgeries
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overlay, gauge_dice, gauge_acc, results_html = detector.detect(file_path)
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return overlay, gauge_dice, gauge_acc, results_html
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except Exception as e:
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import traceback
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❌ <b>Error:</b> {str(e)}
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</div>
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"""
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return None, None, None, error_html
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# Custom CSS - subtle styling
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with gr.Column(scale=2):
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gr.Markdown("### Detection Results")
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output_image = gr.Image(label="Detected Forgeries", type="numpy")
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with gr.Row():
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with gr.Column(scale=1):
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analyze_btn.click(
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fn=detect_forgery,
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inputs=[input_file],
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outputs=[output_image, gauge_dice, gauge_accuracy, output_html]
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)
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clear_btn.click(
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fn=lambda: (None, None, None, None, "<i>No analysis yet. Upload a document and click Analyze.</i>"),
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inputs=None,
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outputs=[input_file, output_image, gauge_dice, gauge_accuracy, output_html]
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)
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