Update app.py

app.py

@@ -348,8 +348,7 @@ with gr.Blocks(css=custom_css) as demo:
     gr.Markdown(
         """
         # 📄 Document Forgery Detection
-        Upload a document image or PDF to detect and classify forgeries using deep learning. The system identifies Copy-Move, Splicing, and Text Substitution manipulations with precise localization and confidence scores.
-        
+        Upload a document image or PDF to detect and classify forgeries using deep learning. The system combines MobileNetV3-UNet for precise localization and LightGBM for classification, identifying Copy-Move, Splicing, and Text Substitution manipulations with detailed confidence scores and bounding boxes. Trained on 140K samples for robust performance.
         ---
         """
     )