ECG-image-preprocessing-classification

We used the ECG Images dataset of Cardiac Patients created under the auspices of Ch. Pervaiz Elahi Institute of Cardiology Multan,that aims to help the scientific community for conducting research for Cardiovascular diseases, and downloaded from Mendeley. https://data.mendeley.com/datasets/gwbz3fsgp8/2

Example of ECG image offred by Dataset

Data preprocessing

• Read the RGB color (3D) using openCV library and transfer it to a gray image.

• Segmentation of ECG line from the background

• Resize image
• Normalization

Model architecture

Model evaluation

Accuracy

Loss