📑   Deep Learning. Practice Project 2_1: Classification with Keras Applications

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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.

✒️   Step 2. Keras Applications

Unfortunately, we can train with guarantee only one neural network at ones.
Please, restart the page and load the data again for training each of them in the case of failure.

VGG16





VGG19