update gradio version

app.py

@@ -4,100 +4,78 @@ def create_demo():
     title = "🔬 EndoSight AI - Development Preview"
     
     description = """
-    ## Advanced Gastrointestinal Polyp Detection & Analysis System
-    
-    **Performance Metrics:**
-    - **88% mAP@0.5** detection accuracy
-    - **92% pixel-level** segmentation accuracy  
-    - **35+ FPS** real-time processing
-    - **YOLOv8 + U-Net** dual architecture
-    
-    ### 🏥 Clinical Capabilities
-    - Real-time polyp detection and localization
-    - Precise boundary segmentation with pixel-level accuracy
-    - Quantitative size measurement for clinical decision support
-    - Optimized for endoscopy workflow integration
-    
-    ### 🎯 Technical Highlights
-    - **Multi-modal AI**: Combined object detection and segmentation
-    - **Clinical-grade performance**: Sub-second processing times
-    - **Automated measurement**: Size, area, and morphometric analysis
-    - **Real-time inference**: GPU-accelerated deployment ready
-    
-    ---
-    
-    ## 🎥 Live System Demonstration
-    
-    **Real-time EndoSight AI in action** - showcasing automated polyp detection, segmentation, and measurement analysis on endoscopy footage.
-    """
+## Advanced Gastrointestinal Polyp Detection & Analysis System
+
+**Performance Metrics:**
+- **88% mAP@0.5** detection accuracy
+- **92% pixel-level** segmentation accuracy  
+- **35+ FPS** real-time processing
+- **YOLOv8 + U-Net** dual architecture
+
+### 🏥 Clinical Capabilities
+- Real-time polyp detection and localization
+- Precise boundary segmentation with pixel-level accuracy
+- Quantitative size measurement for clinical decision support
+- Optimized for endoscopy workflow integration
+
+### 🎯 Technical Highlights
+- **Multi-modal AI**: Combined object detection and segmentation
+- **Clinical-grade performance**: Sub-second processing times
+- **Automated measurement**: Size, area, and morphometric analysis
+- **Real-time inference**: GPU-accelerated deployment ready
+
+---
+
+## 🎥 Live System Demonstration
+
+**Real-time EndoSight AI in action** - showcasing automated polyp detection, segmentation, and measurement analysis on endoscopy footage.
+"""
     
     footer = """
-    ---
-    
-    ## 🚀 Development Status & Impact
-    
-    ✅ **Model Training**: Complete with validation metrics achieved  
-    🔄 **Clinical Integration**: Active collaboration with gastroenterology clinic  
-    📊 **Performance**: Production-ready accuracy and speed benchmarks  
-    🎯 **Target**: Q1 2026 clinical deployment
-    
-    ### 🤝 Research Collaboration
-    
-    **Academic Partner**: Universidad Central de Venezuela
-    **Research Focus**: AI-Assisted Endoscopy & Computer-Aided Diagnosis  
-    
-    ### 📞 Professional Contact
-    
-    **Technical Lead**: Daniel Cavadia   
-    **Email**: dan.cavadia@gmail.com
-    
-    ---
-    
-    ### 🏥 Clinical Impact Potential
-    
-    EndoSight AI aims to:
-    - **Improve detection rates** of early-stage polyps
-    - **Reduce procedure time** through automated analysis  
-    - **Enhance diagnostic consistency** across practitioners
-    - **Support clinical decision-making** with quantitative measurements
-    
-    ---
-    
-    ⚕️ **Medical Disclaimer**: *Research prototype under clinical validation - not intended for diagnostic use. Always consult qualified medical professionals for medical decisions.*
-    """
+---
 
-    with gr.Blocks(
-        title="EndoSight AI - Gastrointestinal Polyp Detection",
-        theme=gr.themes.Soft(),
-    ) as demo:
-        
+## 🚀 Development Status & Impact
+
+✅ **Model Training**: Complete with validation metrics achieved  
+🔄 **Clinical Integration**: Active collaboration with gastroenterology clinic  
+📊 **Performance**: Production-ready accuracy and speed benchmarks  
+🎯 **Target**: Q1 2026 clinical deployment
+
+### 🤝 Research Collaboration
+
+**Academic Partner**: Universidad Central de Venezuela  
+**Research Focus**: AI-Assisted Endoscopy & Computer-Aided Diagnosis  
+
+### 📞 Professional Contact
+
+**Technical Lead**: Daniel Cavadia  
+
+---
+
+⚕️ **Medical Disclaimer**: *Research prototype under clinical validation - not intended for diagnostic use.*
+"""
+
+    # Create interface using Gradio 3.x syntax
+    with gr.Blocks(title="EndoSight AI") as demo:
         gr.Markdown(f"# {title}")
         gr.Markdown(description)
         
-        # Video section with autoplay and loop (GIF-like behavior)
+        # Video component (simpler syntax for v3.x)
         with gr.Row():
-            with gr.Column():
-                gr.Video(
-                    value="demo_video.mp4",
-                    label="EndoSight AI Real-time Detection & Segmentation",
-                    height=500,
-                    width=700,
-                    autoplay=True,  # Starts automatically
-                    loop=True,      # Loops like a GIF
-                    show_label=True,
-                    interactive=False  # Users can't control playback
-                )
+            video = gr.Video(
+                value="demo_video.mp4",
+                label="EndoSight AI Real-time Detection & Segmentation"
+            )
         
         with gr.Row():
-            with gr.Column():
-                gr.Markdown("""
-                ### 🔍 What You're Seeing:
-                - **Blue bounding boxes**: Real-time polyp detection
-                - **Colored masks**: Precise segmentation boundaries  
-                - **Measurement overlays**: Automated size calculations
-                - **Processing metrics**: FPS and accuracy indicators
-                - **Multi-polyp detection**: Simultaneous analysis capability
-                """)
+            gr.Markdown("""
+### 🔍 What You're Seeing:
+- **Blue bounding boxes**: Real-time polyp detection
+- **Colored masks**: Precise segmentation boundaries  
+- **Measurement overlays**: Automated size calculations
+- **Processing metrics**: FPS and accuracy indicators
+- **Multi-polyp detection**: Simultaneous analysis capability
+""")
         
         gr.Markdown(footer)
     

requirements.txt

@@ -1 +1 @@
-gradio==4.32.0
+gradio==3.50.2