000 01237 a2200181 4500
005 20250823150029.0
020 _a9781800200883
082 _a006.3 BAB
100 _aBabcock, Joseph
245 _aGenerative AI with Python and TensorFlow 2: Create images, text, and music with VAEs, GANs, LSTMs, Transformer models
260 _bPackt Publishing
_c2021
_aMumbai
300 _a469
520 _aMachines are excelling at creative human skills such as painting, writing, and composing music. Could you be more creative than generative AI? In this book, you’ll explore the evolution of generative models, from restricted Boltzmann machines and deep belief networks to VAEs and GANs. You’ll learn how to implement models yourself in TensorFlow and get to grips with the latest research on deep neural networks. There’s been an explosion in potential use cases for generative models. You’ll look at Open AI’s news generator, deepfakes, and training deep learning agents to navigate a simulated environment. Recreate the code that’s under the hood and uncover surprising links between text, image, and music generation.
650 _aGenerative AI
650 _aPython
700 _aBall, Raghav
942 _cBK
_2ddc
999 _c51172
_d51172