Artificial Intelligence

Course Content

Total learning: 10 lessons

Part – 7

Convolution Neural Network (CNN) And Variants

  • Understand about various Image related applications
  • Understanding about Convolution Layer and Max-Pooling
  • Practical application when we have small data
  • Building the Convolution Network
  • Pre-processing the data and Performing Data Augmentation
  • Using pre-trained ConvNet models rather than building from scratch
  • Feature Extraction with and without Data Augmentation
  • How to Visualize the outputs of the various Hidden Layers
  • How to Visualize the activation layer outputs and heatmaps
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