📑   Deep Learning. Practice Project 2_2: Image Generation

🌀   Homepage     🌀   Project List     🌀   Colaboratory Gist 1     🌀   Colaboratory Gist 2    

🌀   Previous     🌀   Main     🌀   Next     🌀   GitHub Pages     🌀   Instagram Posts     🌀   Pinterest Posts
For this project, I have created the dataset of color images (32x32x3) with 33 handwritten Russian letters.
There are four types of letter backgrounds here.
They are labeled in this dataset as well.

✒️ Step 0. Importing Libraries and Defining Helpful Functions



✒️ Step 1. Loading and Preprocessing the Data





💡 The cells below do not work with Python 3.9.

✒️   Keras GAN

🌀   "Using GAN for Generating Hand-written Digit Images" by Naoki Shibuya
A Simple Example





Build a GAN Model