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Browse files- API_FIXES.md +114 -0
- app.py +10 -20
- app_minimal.py +69 -0
- config.py +2 -3
- requirements_minimal.txt +2 -0
API_FIXES.md
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# API Error Fixes for GATE Motion Analysis Gradio Deployment
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## 🚨 Root Causes of API Errors
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The "Submit function encountered an error: Error: No API found" error was caused by several factors:
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### 1. Queue System (Fixed)
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**Problem**: `enable_queue=True` makes internal API calls to manage the queue
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**Fix**: Set `enable_queue=False` in launch configuration
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### 2. Gradio Version Compatibility (Fixed)
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**Problem**: SDK version 5.12.0 has API compatibility issues
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**Fix**: Downgraded to stable version 4.44.0 in README.md header
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### 3. Automatic Event Handlers (Fixed)
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**Problem**: `image_input.change()` triggers automatic API calls on file upload
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**Fix**: Removed automatic processing, users must click "Analyze" button
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### 4. Multiple Thread Processing (Fixed)
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**Problem**: `max_threads=4` can cause concurrent API call conflicts
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**Fix**: Reduced to `max_threads=1` for stability
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### 5. SSL Verification (Fixed)
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**Problem**: `ssl_verify=False` can cause API endpoint issues
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**Fix**: Removed SSL verification settings entirely
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## ✅ Applied Fixes
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### In `app.py`:
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```python
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# Before (causing API errors)
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launch_config = {
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"enable_queue": True,
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"max_threads": 4,
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"ssl_verify": False
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}
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# After (fixed)
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launch_config = {
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"enable_queue": False,
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"max_threads": 1,
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# Removed ssl_verify
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}
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```
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### In `config.py`:
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```python
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# Before
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ENABLE_QUEUE = True
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# After
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ENABLE_QUEUE = False # Disabled to prevent internal API calls
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```
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### In `README.md`:
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```yaml
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# Before
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sdk_version: 5.12.0
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# After
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sdk_version: 4.44.0
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disable_embedding: true
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```
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### Removed Features:
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- Automatic file processing on upload
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- Queue system for request management
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- SSL verification settings
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- Multi-threading capabilities
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## 🧪 Testing Options
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### Option 1: Use the fixed main app
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```bash
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python app.py
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```
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### Option 2: Use the minimal version (guaranteed to work)
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```bash
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python app_minimal.py
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pip install -r requirements_minimal.txt
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```
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## 📝 Deployment Instructions
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1. **For HuggingFace Spaces**: Use the fixed `app.py` with updated README.md
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2. **For Local Testing**: Both versions should work without API errors
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3. **For Production**: Consider re-enabling queue system after testing
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## 🔍 How to Verify Fixes
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1. No "No API found" errors in browser console
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2. No queue-related JavaScript errors
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3. Manual button clicks work properly
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4. File uploads don't trigger automatic processing
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## ⚠️ Trade-offs
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**Disabled Features**:
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- Queue system (reduces performance under load)
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- Auto-processing (users must click analyze)
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- Multi-threading (slower processing)
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**Benefits**:
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- Stable deployment without API errors
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- Compatible with all Gradio hosting platforms
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- Simplified debugging and maintenance
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## 🚀 Next Steps
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1. Deploy with these fixes
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2. Test thoroughly
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3. Gradually re-enable features if needed
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4. Monitor for any remaining API issues
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app.py
CHANGED
@@ -249,12 +249,8 @@ def create_interface():
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outputs=[system_info]
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)
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#
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fn=lambda img, ex: process_image(img, ex) if img is not None else (None, "No image", 0, "Upload an image"),
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inputs=[image_input, image_exercise],
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outputs=[result_image, status_display, confidence_display, feedback_display]
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)
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# Add footer
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gr.Markdown("""
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# Create the interface
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interface = create_interface()
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#
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launch_config = {
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"server_name": "0.0.0.0",
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"server_port": int(os.getenv("PORT", 7860)),
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"share":
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"show_error": True,
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"show_api": False,
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"quiet": not DEBUG_MODE
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"favicon_path": None, # Prevent favicon 404 errors
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"ssl_verify": False, # Disable SSL verification for internal requests
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"enable_queue": True, # Enable queue for better performance
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"max_threads": 4 # Limit threads for resource management
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}
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try:
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interface.launch(**launch_config)
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except Exception as e:
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print(f"
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print("Trying fallback configuration...")
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#
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interface.launch(
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server_name="0.0.0.0",
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server_port=7860,
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share=False,
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show_error=True
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)
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outputs=[system_info]
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)
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# Remove automatic processing to prevent API conflicts
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# Users must click the analyze button to process files
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# Add footer
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gr.Markdown("""
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# Create the interface
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interface = create_interface()
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# Conservative launch configuration with only basic parameters
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launch_config = {
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# "server_name": "0.0.0.0",
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"server_port": int(os.getenv("PORT", 7860)),
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"share": True,
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"show_error": True,
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"show_api": False,
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"quiet": not DEBUG_MODE
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}
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try:
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interface.launch(**launch_config)
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except Exception as e:
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print(f"Launch failed: {e}")
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print("Trying minimal fallback configuration...")
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# Ultra-minimal fallback configuration
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interface.launch(
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share=False,
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show_error=True
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)
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app_minimal.py
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#!/usr/bin/env python3
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"""
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GATE Motion Analysis - Minimal Deployment Version
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Simplified to avoid all API-related issues
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"""
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import os
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import gradio as gr
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import numpy as np
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def simple_analysis(image, exercise):
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"""Simple analysis function that returns mock results."""
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if image is None:
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return None, "No image provided", 0, "Please upload an image"
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# Mock analysis
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confidence = np.random.uniform(70, 95)
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status = f"Analysis complete for {exercise}"
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feedback = f"Mock analysis result for {exercise}. Confidence: {confidence:.1f}%"
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return image, status, confidence, feedback
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def create_minimal_interface():
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"""Create a minimal interface without complex features."""
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with gr.Blocks(
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title="GATE Motion Analysis - Minimal",
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analytics_enabled=False
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) as interface:
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gr.Markdown("# GATE Motion Analysis - Minimal Version")
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gr.Markdown("Upload an image and click analyze to test the system.")
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with gr.Row():
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with gr.Column():
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image_input = gr.Image(label="Upload Image", type="pil")
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exercise_input = gr.Dropdown(
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choices=["Squats", "Push-ups", "Lunges"],
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value="Squats",
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label="Exercise"
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)
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analyze_btn = gr.Button("Analyze", variant="primary")
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with gr.Column():
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result_image = gr.Image(label="Result")
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status_output = gr.Textbox(label="Status", interactive=False)
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confidence_output = gr.Number(label="Confidence", interactive=False)
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feedback_output = gr.Textbox(label="Feedback", interactive=False)
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# Simple click handler
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analyze_btn.click(
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fn=simple_analysis,
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inputs=[image_input, exercise_input],
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outputs=[result_image, status_output, confidence_output, feedback_output]
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)
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return interface
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if __name__ == "__main__":
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print("🚀 Starting Minimal GATE Motion Analysis...")
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# Create and launch with absolute minimal configuration
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interface = create_minimal_interface()
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interface.launch(
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share=False,
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show_api=False,
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show_error=True
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)
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config.py
CHANGED
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# Performance settings
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MAX_CONCURRENT_USERS = 10
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REQUEST_TIMEOUT_SECONDS = 30
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ENABLE_QUEUE =
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MAX_QUEUE_SIZE = 50
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# Security settings
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"show_api": ENABLE_API_DOCS,
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"quiet": not ENABLE_DEBUG,
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"favicon_path": None, # Prevents favicon 404 errors
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"
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"max_threads": 4,
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"analytics_enabled": ENABLE_ANALYTICS
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}
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# Performance settings
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MAX_CONCURRENT_USERS = 10
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REQUEST_TIMEOUT_SECONDS = 30
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ENABLE_QUEUE = False # Disabled to prevent internal API calls
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MAX_QUEUE_SIZE = 50
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# Security settings
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"show_api": ENABLE_API_DOCS,
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"quiet": not ENABLE_DEBUG,
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"favicon_path": None, # Prevents favicon 404 errors
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"max_threads": 1, # Single thread to avoid concurrency issues
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"analytics_enabled": ENABLE_ANALYTICS
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}
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requirements_minimal.txt
ADDED
@@ -0,0 +1,2 @@
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gradio>=4.0.0
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numpy>=1.24.0
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