Oracle Vision AI and Oracle Analytics: Just like a Box of Chocolates?
Track
Business Intelligence & Analitycs
Date and time
Friday, 14. October 2022., 10:25
Room
Hall B
Duration
45'
OCI Vision is a self-service AI Service, available in Oracle Cloud Infrastructure (OCI), which Oracle defines as a service that “applies computer vision to analyse image-based content. Developers can easily integrate pretrained models into their applications with APIs or custom train models to meet their specific use cases. These models can be used to detect visual anomalies in manufacturing, extract text from documents to automate business workflows, and tag items in images to count products or shipments”.
Basically, what Vision AI Service does is Image Classification, Object Detection and Document AI.
In the first part, presentation focuses on how to prepare data for the training, by using Data Labelling, another OCI service, and how to run the model training itself using OCI Vision.
In the second part of the presentation, we will focus on how to integrate Oracle Analytics with OCI Vision in order to use generated model to classify new objects and visualise the results.
The use case used in the demo will be rather large dataset of X-Ray images and we will try to train the model to identify X-Rays of pneumonia infected lungs.
Lecture details
About speaker
Žiga Vaupot, author
Žiga, Oracle ACE Pro, works in IT for almost 30 years. Currently, Žiga is managing Qubix Intl.’s subsidiary, Qubix Svetovanje, based in Slovenia, and has been consulting on business analytics solutions, tools and associated technologies for the last 10 years or so. In his business analytics consulting role, Žiga has been working on several projects from UK, EMEA with focus on CEE region, US and Japan, primarily implementing Oracle Business Intelligence based solutions. His focus today is with the latest developments related to Oracle Analytics, Oracle Machine Learning and Oracle Data Science platforms.
Before joining Qubix, Žiga has spent 10+ years working for Oracle in CEE region in several roles from technology and application pre-sales, sales and marketing. He has also spent 4 years as CIO of the major Slovenian publishing company.
Žiga has MBA degree of Faculty of Economics, and BSC degree from Faculty of Computer Sciences and Informatics, both University of Ljubljana. Žiga holds the following Oracle’s technologies and solutions certificates Oracle Cloud Platform Enterprise Analytics 2021 Certified Specialist, Oracle Autonomous Database Cloud 2021 Certified Specialist, Oracle Machine Learning using Autonomous Database 2021 Certified Specialist and Certified Business Intelligence Foundation Suite 11g Implementation Specialist.
Žiga is Oracle ACE Pro since December 2020.