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Technology Stack Implementation

5.Technology Stack Implementation​

📝 Programming Languages​

  • Python: Primary language for AI/ML operations and pattern analysis
  • JavaScript: Frontend development and interactive features

📚 Core Libraries and Frameworks​

Computer Vision

  • OpenCV: Image processing operations

Deep Learning

  • TensorFlow: Neural network implementations

Image Processing

  • Pillow: Image enhancement and manipulation

Graph Analysis

  • NetworkX: Mathematical graph representations

Visualization

  • Matplotlib: Pattern rendering and analysis

🤖 Advanced AI Components​

  • ResNet50: Deep learning model for pattern recognition
  • Faster R-CNN: Object detection for identifying Kolam elements
  • Graph Neural Networks (GNNs): For understanding structural relationships
  • StyleGAN3: Generative AI for creating new patterns