Data exploration

In the following section, we will explore the datasets used for the two use cases. These are as follows:

• The ECG dataset
• The acne dataset

The ECG dataset

The following diagram presents a snapshot of the ECG dataset, which includes four classes of data. As shown in the diagram, each of the signals has distinctive features to be exploited by the DL models:

We can generate this exploration result, or similar, using the available code, ecg_singal_explorer.py, in the chapter's use-case-1 code folder.

The acne dataset

We have used the acne and rosacea...