Скачать или смотреть Implement and Train DCGAN From Scratch for Image Generation - PyTorch

We will implement DCGAN (Deep Convolutional Generative Adversarial Networks) and train our implementation on the CelebA dataset to generate images! Want to support the channel? Hit that like button and subscribe! GitHub below ↓

GitHub Link of the Code
https://github.com/uygarkurt/DCGAN-Py...

Notebook
https://github.com/uygarkurt/DCGAN-Py...

DCGAN (Deep Convolutional Generative Adversarial Networks) is introduced in the paper: "Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks"
https://arxiv.org/abs/1511.06434

What should I implement next? Let me know in the comments!

00:00 Introduction
00:41 Gan Intuition
02:33 GAN vs DCGAN
03:00 Paper Overview
05:12 Imports and Hyperparameter Definitions
09:28 Discriminator Implementation
13:55 Generator Implementation
18:05 Dataset Preparation
19:15 Train Loop
32:25 Generating Our Own Images

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https://ko-fi.com/uygarkurt