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 […]

Optimizing TensorFlow for CPU

A few days ago I participated in a Brazilian Developers Conference. Among many lectures, one about Intel architecture was very interesting. Intel is working to provide more performance for Artificial Intelligence projects with different hardware and software optimizations, as you can see in the following figure. Intel has a TensorFlow distribution with many optimizations for the CPU. In this post I will show the results of my test with different TensorFlow and Python distributions […]

Using Oracle Storage Cloud with Tensorflow

Do you know Tensorflow? TensorFlow is an open source software library for high performance numerical computation. Maybe nowadays it is the most famous library used for Machine Learning and Deep Learning projects. This kind of solution is responsible for projects like autonomous vehicles and facial recognition. There are many tutorials about Tensorflow and one of my favourites is the Transfer Learning. Transfer Learning is a technique that allows us to reuse an already trained model […]