The pandemic caused by coronavirus COVID-19 has already had a massive impact in our societies terms of health, economy, and social distress. One the most common symptoms are lung problems like pneumonia, which can be detected using X-ray images. On other hand, popularity Machine Learning models grown exponentially recent years Deep techniques have become state-of-the-art for image classificatio...