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Computer Vision

Basics of image processing and computer vision.

What You'll Learn​

  • Image representation
  • Convolutional Neural Networks (CNNs)
  • Image classification
  • Object detection basics
  • Image segmentation

Prerequisites​

  • Deep Learning basics
  • Python programming

Course Duration​

Approximately 1.5 hours

Key Concepts​

Image Processing​

  • Pixels and color channels
  • Image filters
  • Edge detection
  • Feature extraction

CNN Architecture​

  • Convolutional layers
  • Pooling layers
  • Fully connected layers

Applications​

  • Image classification
  • Object detection (YOLO, SSD)
  • Face recognition
  • Medical imaging

Next Steps​

Explore Generative AI for image generation!