Categories
Deep Learning Oracle

Face Recognition API with OCI – Part 1

You may have noticed that I’m studying Machine Learning (including Deep Learning). In my study I like to implement codes from other developers or create some codes from scratch. If you also study about facial recognition you may have heard about Facenet. Facenet is a Tensorflow implementation for face recognition that you can integrate into your projects, and I used it to create my Face Recognition API. In this first article, you will learn how to use my facial recognition API with […]
Categories
Oracle

Creating compartments and policies in OCI

Compartments make it easier to manage cloud resources because the resources within it can only be accessed or managed by users who have permissions. For example, you can organize compartments by project or cost center. Policies are used to grant permissions to users / groups / etc, to manage resources within a compartment. Before creating the compartments, we need to create a new user. Create a new group, too. Don’t forget to associate them. Generate a new temporary password, too. […]
Categories
Oracle

Creating users and groups in OCI

From now on, I will start writing about Oracle Cloud Infrastructure (OCI), you will learn from the creation of users and groups to the configuration of high availability architectures. If you are following me on LinkedIn, you probably know that, since last month, I am an Oracle Cloud Infrastructure 2018 Certified Architect Associate. With these posts, I will try to help others reach the same goal. So let’s start! In this post, you’ll learn how to create new users and groups. […]
Categories
Deep Learning Oracle

Exposing Keras as REST API

In my last blog post about Keras, you learned how to use the Kaggle dogs-vs-cats dataset. But would you like your friends to use your model to identify dogs and cats in pictures? Yes, this blog post is about it! You’ll learn how to expose your model as a REST API in a simple way. Lets go! We’ll use the code created in “Using Kaggle datasets” by adding a modification to save the model. Then, download all the files and run the jupyter notebook to train and save your model. […]
Categories
Deep Learning Oracle

Installing Anaconda in OCI GPU instance

Now that you know how to create an Oracle Cloud Infrastructure GPU instance, the next steps are install Anaconda and use Jupyter Notebook to develop or test your AI projects. First of all, go to your Oracle Cloud Account and add the following Ingress Rule in your Security List (Networking > Virtual Cloud Networks > Virtual Cloud Network Details > Security Lists > Security List Details). Using a Terminal, access your Ubuntu instance and download the latest version of Ananconda. […]