This comprehensive course on Digital image processing is all about understanding and implementing models based on neural networks. Learn some basic concepts such as data augmentation, image processing using neural networks and its implementation from scratch using python libraries. Understand the essential concepts of deep neural networks that collaborate with Google’s powerful library TensorFlow which comes with prebuilt Keras. In the end,we will also learn how the same concepts can be applied to business and real-life problems in other domains.

Skills covered

  • Data augmentation
  • Weight initialization
  • Regularization
  • Image processing using neural networks
  • Image classification
  • Case study problems

Course Syllabus

Digital Image Processing

  • Data augmentation
  • Weight initialization
  • Regularization
  • Image processing using neural networks
  • Image classification – hands-on
  • Case study problem

Digital Image Processing

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