The normal chest X-ray (left panel) shows clear lungs without any areas of abnormal opacification in the image. Bacterial pneumonia (middle) typically exhibits a focal lobar consolidation, in this case in the right upper lobe (white arrows), whereas viral pneumonia (right) manifests with a more diffuse “interstitial” pattern in both lungs. (Source: Kermany, D. S., Goldbaum M., et al. 2018. Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning. Cell. https://www.cell.com/cell/fulltext/S0092-8674(18)30154-5)
Google Cloud AutoML Vision simplifies the creation of custom vision models for image recognition use-cases. The concepts of neural architecture search and transfer learning are used under the hood to find the best network architecture and the optimal hyperparameter configuration that…
AI Researcher, Google Developer Expert in Machine Learning and author of book “Building Machine Learning and Deep Learning Models on Google Cloud Platform”
