Triton library, GPUs, and Flash Attention

In the modern world of Deep Learning, it becomes more and more important to understand how GPUs work given their status as the core tool to develop and deploy massive models. Leading to a necessity of learning about GPUs inner design and about related libraries such as Triton.

July 3, 2025

Serving Deep Learning Models using the Publish Subscribe Pattern

Model serving can be achieved using different approaches, let's see how the Publish-Subscribe Pattern can be used to create an infrastructure to serve Deep Learning models along with Spot Instances to reduce the costs of this infrastructure

Feb. 16, 2022

Thin Plate Splines and its implementation as data augmentation technique

Thin-Plate Splines is a technique for data interpolation and smoothing. We can use this technique to transform or augment data like images to increase the number of training images or change the image content without impacting its style.

Dec. 8, 2021

Face Detection for low-end hardware using the BlazeFace Architecture

Let's see how we can implement the BlazeFace architecture for face detection that works in low-end hardware using TensorFlow 2.0

May 17, 2021

BlazeFace in iOS using TensorFlow Lite

The BlazeFace architecture is truly suitable for mobile devices, let's see how we can implement the face detection task in iOS using this architecture along with TensorFlow Lite

May 17, 2021

BlazeFace in iOS using CoreML

The BlazeFace architecture is truly suitable for mobile devices, let's see how we can implement the face detection task in iOS, this time using CoreML

May 17, 2021

How to create an Electron App to deploy TensorFlow.js Models

TensorFlow.js is a great tool to deploy models to the web. We can combine this tool along with Electron to build desktop apps for several operative systems and show our models to the users in an easy way.

March 14, 2021

Line Art Colorization Using a Deep Learning Model

Deep Learning is a powerful tool that can be used to create and automatize tasks. Here, we will look at a paper that introduces an architecture to colorize line art images from reference color images. We will also implement it using TensorFlow.

March 14, 2021

Vicente Rodríguez