یادگیری عمیق

Deep Learning

Chapter 8: Generative deep learning

Mahmood Amintoosi

m.amintoosi @ hsu.ac.ir

پاییز ۹۸

Source book

Deep Learning with Python,
by: FRANÇOIS CHOLLET
Deep Learning with Python
https://www.manning.com/books/deep-learning-with-python
LiveBook
Github: Jupyter Notebooks

Chapter 8

Generative deep learning

This chapter covers:

  • Text generation with LSTM
  • Implementing DeepDream
  • Performing neural style transfer
  • Variational autoencoders
  • Understanding generative adversarial networks

Neural style transfer

  1. My Pages at: mamintoosi.ir: Neural Style Transfer, Fast Style Transfer
  2. Additional outputs on my Github: Foxes
  3. TensorFlow documentation

Generative Adversarial Networks


thispersondoesnotexist.com
Adversarial T-Shirts: Researchers Designed T-Shirts That Can Fool Object Detectors: source
Deepfake Detection Challenge
https://deepfakedetectionchallenge.ai/

- Questions? -


m.amintoosi @ gmail.com

webpage : http://mamintoosi.ir

webpage in github : http://mamintoosi-cs.github.io

github : mamintoosi