How we created an app to identify foods and their nutritional content by using the new Custom Vision Service to leverage domain-specific image recognition powered by DNNs.
We use Deep Learning to turn a painful and time-consuming leak-detection task for water and oil pipelines into a fast, painless process. Using Python and Fast Fourier Transforms, we turn audio sensor data into images, then use Convolutional Neural Networks to detect and classify pipeline anomalies.
SaltStack delivers infrastructure as code and configuration management with an abstraction of the cloud provider selected. We will illustrate the end-to-end process of how we provisioned and configured the deployment of an ElasticSearch cluster on Azure using SaltStack.