Blog-on-Digital-Transformation

Enabling Multilingual Neural Machine Translation with ...

March 2, 2017 | 0 Comments | Sophia Turol
The TensorFlow ecosystem offers an array of software patterns that can add value to a AI-based project. The question is to identify the one that will work.

TensorFlow for Manufacturers: Building a 3D Rendering ...

January 31, 2017 | 1 Comment | Sophia Turol
With TensorFlow code samples, this blog post breaks down the process of polygonization used to build graphic applications, such as rendering engines.

2016–2017 Trends: Neo-AI and ...

January 9, 2017 | 0 Comments | Roger Strukhoff
We're in the third wave of artificial intelligence and the technology approaches that complement it. Now, the movement seems more focused. However, it can also lead to suspicions about the role of technology in the economy.

Introduction to Neural Networks and Metaframeworks with ...

January 5, 2017 | 0 Comments | Roger Strukhoff
This blog post highlights what it takes to train a recurrent / convolutional neural network, explores metaframeworks, identifies four unique object types, etc.

Using Machine Learning and TensorFlow to Recognize Traffic ...

December 16, 2016 | 0 Comments | Sophia Turol
Using neural networks, road signs can be recognized right on the go while driving a car.

The Diversity of TensorFlow: Wrappers, GPUs, Generative Adversarial Networks, ...

December 14, 2016 | 0 Comments | Sophia Turol
Enjoying its popularity, TensorFlow is now used in a variety of areas (e.g., to style images or automate cucumber sorting).

Analyzing Text and Generating Content with Neural Networks and ...

December 2, 2016 | 0 Comments | Sophia Turol
Learn how word embeddings help convolutional networks to classify text in e-mails and social media posts, as well as how content can be generated with TensorFlow.

Automating a Customer Service with Chatbots and Neural ...

November 24, 2016 | 0 Comments | Sophia Turol
Learn how natural language processing can help in automating e-commerce and customer services, as well as how to train a network with TensorFlow and TFLearn.

What Is Behind Deep Reinforcement Learning and Transfer Learning with ...

November 9, 2016 | 0 Comments | Sophia Turol
This blog post discusses deep reinforcement learning, the use of artificial neurons in TensorFlow, as well as training a model with little data through transfer learning.

Identifying Cancer Faster with Distributed TensorFlow on ...

November 3, 2016 | 0 Comments | Roger Strukhoff...
A practical study evaluated the efficiency of training a TensorFlow model in a distributed mode for accelerating the analysis of medical images.