Building a Generative Adversarial Network with TensorFlow and Python | Deep Learning Projects
Learn how to build a deep learning-powered GAN from scratch using TensorFlow and Python. This tutorial covers all the essential steps to create your own generative adversarial network.

Nicholas Renotte
205.4K views • Jun 9, 2022

About this video
Want to get your hands dirty building a deep learning powered GAN with Python? Well in this video you’ll learn everything involved to do it from scratch using Python and Tensorflow. You’ll learn how to build your very own Generative Adversarial Neural Network to generate new synthetic datasets.
Get the code: https://github.com/nicknochnack/GANBasics
Chapters
0:00 - Start
0:43 - Explainer
1:40 - PART 1 - Setup Environment
2:02 - Breakdown Board
17:54 - PART 2 - Visualize data and Build Data Pipeline
34:49 - PART 3 - Build the Neural Networks
1:07:28 - PART 4 - Build a Custom Training Loop
1:54:39 - PART 5 - Generating Images
2:00:58 - Ending
Oh, and don't forget to connect with me!
LinkedIn: https://bit.ly/324Epgo
Facebook: https://bit.ly/3mB1sZD
GitHub: https://bit.ly/3mDJllD
Patreon: https://bit.ly/2OCn3UW
Join the Discussion on Discord: https://bit.ly/3dQiZsV
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand!
#gan #python #deeplearning
Get the code: https://github.com/nicknochnack/GANBasics
Chapters
0:00 - Start
0:43 - Explainer
1:40 - PART 1 - Setup Environment
2:02 - Breakdown Board
17:54 - PART 2 - Visualize data and Build Data Pipeline
34:49 - PART 3 - Build the Neural Networks
1:07:28 - PART 4 - Build a Custom Training Loop
1:54:39 - PART 5 - Generating Images
2:00:58 - Ending
Oh, and don't forget to connect with me!
LinkedIn: https://bit.ly/324Epgo
Facebook: https://bit.ly/3mB1sZD
GitHub: https://bit.ly/3mDJllD
Patreon: https://bit.ly/2OCn3UW
Join the Discussion on Discord: https://bit.ly/3dQiZsV
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand!
#gan #python #deeplearning
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Video Information
Views
205.4K
Likes
4.7K
Duration
02:01:24
Published
Jun 9, 2022
User Reviews
4.7
(41)