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.dockerignore

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+# Python
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+*.so
+.Python
+
+# Virtual environments
+venv/
+env/
+ENV/
+.venv
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+
+# Git
+.git/
+.gitignore
+.gitattributes
+
+# Local cache
+.huggingface/
+instance/
+uploads/
+ai_models/
+
+# OS
+.DS_Store
+Thumbs.db

.gitignore

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+# Python
+__pycache__/
+*.pyc
+*.pyo
+
+# Virtual environments
+cctv_env_311/
+venv/
+env/
+.env/
+
+# AI Models (stored on Hugging Face Hub - downloaded automatically)
+ai_models/
+*.h5
+*.pt
+*.keras
+*.bin
+*.pickle
+NETRA/model/
+
+# Uploads & Cache
+uploads/
+instance/
+.huggingface/
+__pycache__/
+
+# IDE
+.vscode/
+
+# Diagnostic/debug artifacts
+NETRA/2.15.0
+NETRA/diag_output.txt
+NETRA/pip_list.txt
+
+# OS
+Thumbs.db
+.DS_Store

Dockerfile

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+FROM python:3.10-slim
+
+WORKDIR /app
+
+# Install system dependencies for OpenCV
+RUN apt-get update && apt-get install -y \
+    libsm6 libxext6 libxrender-dev \
+    libglib2.0-0 \
+    ffmpeg \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements first (for better caching)
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy entire project
+COPY . .
+
+# Create necessary directories
+RUN mkdir -p /app/instance /app/uploads /app/ai_models
+
+# Expose port 7860 (Hugging Face Spaces default)
+EXPOSE 7860
+
+# Set environment variables
+ENV FLASK_APP=webapp/app.py
+ENV FLASK_ENV=production
+ENV PYTHONUNBUFFERED=1
+ENV PORT=7860
+
+# Run the Flask app
+CMD ["python", "app.py"]

app.py

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+"""
+NETRA - Entry Point
+Bootstraps the full application from webapp/app.py.
+Run this file from the project root: python app.py
+NETRA
+"""
+
+import sys
+import runpy
+from pathlib import Path
+
+PROJECT_ROOT = Path(__file__).parent
+sys.path.insert(0, str(PROJECT_ROOT))
+if __name__ == '__main__':
+    import os
+    
+    # Detect environment and set ports
+    is_hf_spaces = os.getenv('SYSTEM') == 'spaces' or os.path.exists('/.dockerenv')
+    
+    if is_hf_spaces:
+        os.environ['PORT'] = '7860'
+        os.environ['FLASK_ENV'] = 'production'
+        os.environ['FLASK_DEBUG'] = '0'
+    else:
+        os.environ['PORT'] = os.getenv('PORT', '5001')
+        os.environ['FLASK_ENV'] = os.getenv('FLASK_ENV', 'development')
+        os.environ['FLASK_DEBUG'] = os.getenv('FLASK_DEBUG', '1')
+    
+    os.environ['PYTHONUNBUFFERED'] = '1'
+    
+    runpy.run_path(
+        str(PROJECT_ROOT / 'webapp' / 'app.py'),
+        run_name='__main__',
+    )

check_models.py

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+"""Quick check of all models"""
+from config import get_model_path
+
+print("=== MODEL STATUS ===\n")
+models = {
+    'violence': get_model_path('violence'),
+    'yolo': get_model_path('yolo'),
+    'weapon (gun)': get_model_path('weapon', 'gun'),
+    'pose': get_model_path('pose'),
+    'anomaly': get_model_path('anomaly'),
+}
+
+for model_name, path in models.items():
+    status = "✓ FOUND" if path and path.exists() else "✗ MISSING"
+    print(f"{status:12} {model_name:15} {path}")