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Posts Tagged ‘Machine Learning’

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Optical Character Recognition with One-Shot Learning, RNN, and TensorFlow

March 9, 2017 | 5 Comments | Sophia Turol
Straightforwardly coded into Keras on top TensorFlow, a one-shot mechanism enables token extraction to pluck out information of interest from a data source.
 

Enabling Multilingual Neural Machine Translation with TensorFlow

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 Engine

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 Neo-Luddism

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 TensorFlow

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.
 

2016–2017 Trends: Top 10 Issues of Enterprise IT

December 29, 2016 | 2 Comments | Roger Strukhoff
The year 2016 has been unusual in many respects. Lost in all the political drama may be some highly significant trends within the enterprise IT industry, worldwide.
 

Using Machine Learning and TensorFlow to Recognize Traffic Signs

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, etc.

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 TensorFlow

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 Networks

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.
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