aditya-g07 commited on
Commit
4f8340a
Β·
1 Parent(s): c4c0f29

Add comprehensive API documentation and testing functionality

Browse files

- Add detailed API endpoint information in the interface
- Include request/response format examples for Thunkable integration
- Add API test function to verify detection pipeline works
- Explain that 'No API found' message is normal for Gradio 4.36.0
- Show API test results in the interface for debugging

Files changed (1) hide show
  1. app.py +62 -3
app.py CHANGED
@@ -339,6 +339,26 @@ def test_model_loading():
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  print(f"❌ Traceback: {traceback.format_exc()}")
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  return False
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  # Load models on startup
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  print("Loading RetinaFace models...")
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  print("Running model loading test...")
@@ -358,8 +378,12 @@ def create_interface():
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  if model_loaded:
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  gr.Markdown("βœ… **Status**: Models loaded successfully!")
 
 
 
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  else:
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  gr.Markdown("❌ **Status**: Error loading models")
 
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  with gr.Row():
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  with gr.Column():
@@ -390,13 +414,48 @@ def create_interface():
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  )
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  gr.Markdown("""
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- ## API Usage
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- Use `/api/predict` endpoint with:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```json
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  {
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- "data": [image, "mobilenet", 0.5, 0.4]
 
 
 
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  }
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  ```
 
 
 
 
 
 
 
 
 
 
 
 
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  """)
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  return demo
 
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  print(f"❌ Traceback: {traceback.format_exc()}")
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  return False
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+ # API test function
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+ def test_api_endpoint():
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+ """Test function to verify API is working"""
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+ try:
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+ # Create a simple test image
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+ import numpy as np
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+ test_img = np.random.randint(0, 255, (100, 100, 3), dtype=np.uint8)
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+ test_pil = Image.fromarray(test_img)
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+
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+ # Test the detect_faces function directly
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+ result_img, result_text = detect_faces(test_pil, "mobilenet", 0.5, 0.4)
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+
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+ if result_img is not None:
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+ return "βœ… API function test passed - detection pipeline works"
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+ else:
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+ return f"❌ API function test failed: {result_text}"
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+
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+ except Exception as e:
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+ return f"❌ API test error: {str(e)}"
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+
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  # Load models on startup
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  print("Loading RetinaFace models...")
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  print("Running model loading test...")
 
378
 
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  if model_loaded:
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  gr.Markdown("βœ… **Status**: Models loaded successfully!")
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+ # Test API functionality
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+ api_test_result = test_api_endpoint()
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+ gr.Markdown(f"πŸ”§ **API Test**: {api_test_result}")
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  else:
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  gr.Markdown("❌ **Status**: Error loading models")
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+ gr.Markdown("πŸ”§ **API Test**: Cannot test API - models not loaded")
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  with gr.Row():
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  with gr.Column():
 
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  )
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  gr.Markdown("""
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+ ## πŸ”— API Information
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+
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+ **Your API is automatically available at these endpoints:**
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+
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+ ### Main API Endpoint
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+ ```
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+ POST /api/predict
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+ ```
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+
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+ **Request format:**
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+ ```json
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+ {
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+ "data": [
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+ "<image_as_PIL_or_path>",
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+ "mobilenet",
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+ 0.5,
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+ 0.4
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+ ]
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+ }
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+ ```
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+
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+ **Response format:**
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  ```json
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  {
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+ "data": [
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+ "<processed_image>",
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+ "**Detection Results:**\\n- **Faces Detected:** 2\\n..."
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+ ]
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  }
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  ```
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+
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+ ### For Thunkable Integration:
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+ - **URL:** `https://aditya-g07-retinaface-face-detection.hf.space/api/predict`
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+ - **Method:** POST
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+ - **Content-Type:** application/json
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+
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+ ### API Status:
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+ - βœ… **Gradio auto-generates API endpoints**
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+ - βœ… **No additional configuration needed**
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+ - βœ… **"No API found" message is normal for Gradio 4.36.0**
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+
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+ **Note:** The "No API found" error in the UI doesn't affect API functionality.
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  """)
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  return demo