Python and Flutter Application for Colouring and Enhancing Old Photos

Python and Flutter Application for Colouring and Enhancing Old Photos

EuroPython Conference via YouTube Direct link

Intro

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1 of 25

Intro

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Python and Flutter Application for Colouring and Enhancing Old Photos

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  1. 1 Intro
  2. 2 About Me
  3. 3 Black & White Photos
  4. 4 A few techniques for coloring black & white images
  5. 5 What is the need of doing it by Machine Learning ?
  6. 6 Feedforward neural network
  7. 7 network (RNN)
  8. 8 Convolution neural
  9. 9 Convolution Operation
  10. 10 Convolution Layer
  11. 11 Pooling Operation
  12. 12 Add layer
  13. 13 Autoencoder Code
  14. 14 Types of Autoencoders
  15. 15 Skip Connections
  16. 16 Model Architecture
  17. 17 Decoder building
  18. 18 Gamma Correction Code
  19. 19 Application Programming Interface (API)
  20. 20 Frameworks in Python
  21. 21 Flask API Basic Code
  22. 22 Production and Native Performance
  23. 23 Fast development
  24. 24 Platform Availability
  25. 25 Application Demo

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