How to Build a Cloud Native Image Recognition Solution
Explore how to build a cloud-native image recognition solution in this 36-minute conference talk from KubeCon + CloudNativeCon Europe 2021. Learn about leveraging Fn Project, AutoML Natural Language Processing, and Kubernetes to enhance Optical Character Recognition (OCR) technology. Discover the process of creating a cutting-edge application that uses machine learning to recognize and extract information from documents without relying on pre-defined markers. Gain insights into creating and scaling serverless functions, utilizing Kubernetes, and implementing AutoML for document classification and field extraction. Follow along as the speakers demonstrate a real-world implementation tested at a Mexican bank, and understand how to store extracted information in a NoSQL database. Dive into topics such as Oracle Cloud Services, API Management, Oracle Functions, and Oracle Container Engine, while exploring the architecture and components of this innovative solution.