Žiga Vaupot's Blog

  Oracle LiveLabs is a one-stop shop for Oracle's tools and technology labs and workshops. I am very proud to announce that my first  Oracle LiveLabs  workshop  Classify X-Ray Images for Pneumonia using Analytics Cloud and Vision AI Services  has been approved and published. This workshop explains in all details how to prepare an image library for images that are used for training a machine learning model for image classification, for example x-ray images of normal and pneumonia infected lungs. Once images are organised in an image library, all images are labeled and based on this a vision machine learning is created. Finally, vision model is registered in Oracle Analytics where classification of a new x-ray image dataset is performed. For anyone interested, here is direct link to  Classify X-Ray Images for Pneumonia using Analytics Cloud and Vision AI Services  workshop.

I have been writing about OCI Vision services and integration between OCI Vision to Oracle Analytics in previous blog posts and how these services can integrate and be used with Oracle Analytics Cloud (OAC) .  In the meantime Oracle has released the Oracle Analytics January 2023 release, which comes with an option to integrate OAC with another OCI AI service , OCI language service (Language) . In this blog post I am focusing on the integration between OAC and Language . This means, I am not focusing on the training of a custom model (possible topic for one of the future blog posts), but I am using pre-trained model available within  Language . Assuming that model already exists, connecting OAC instance to  Language  has to follow the following steps: Language  requires storage to store temporary results. This is why, a staging bucket is created in Object Storage. In order to access  Language  and to access staging bucket  OAC ...