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Topological Analysis of Convolutional Neural Network Layers for Image Analysis

Topological Analysis of Convolutional Neural Network Layers for Image Analysis

Applied Algebraic Topology Network via YouTube Direct link

THE UNIVERSITY OF BUCKINGHAM

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THE UNIVERSITY OF BUCKINGHAM

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Topological Analysis of Convolutional Neural Network Layers for Image Analysis

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  1. 1 THE UNIVERSITY OF BUCKINGHAM
  2. 2 Traditional Machine Learning (ML) - Introduction
  3. 3 Texture based Image Feature Landmarks
  4. 4 Entropy of convolved Ultrasound images
  5. 5 Effects of Convolution Layers on Classification accuracy
  6. 6 Case study 1: Analysis of the results
  7. 7 Conclusion

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