Welcome to the OpenCV Python documentation! This guide provides essential information for developers working with OpenCV in Python. 🌟

🧩 Core Modules

  • cv2: OpenCV's main library for computer vision tasks
    opencv_python
  • Python Bindings: Access OpenCV functions via Python interface
    python_bindings

🎯 Image Processing

  • Filtering: Use cv2.filter2D() for custom filters
  • Edge Detection: Try cv2.Canny() or cv2.Sobel()
    edge_detection

🤖 Machine Learning

  • Train Models: Explore cv2.ml module for algorithms like SVM
  • Deep Learning: Integrate with TensorFlow/PyTorch via OpenCV's DNN module
    deep_learning

📚 Expand Your Knowledge

Check out our official tutorials for hands-on examples!
Learn more about Python in OpenCV

📌 Tips

  • Use cv2.imshow() to visualize images
  • For video processing, refer to video_capture
    video_caputure

Explore OpenCV's full API reference for detailed function descriptions!