Posts Tagged ‘TensorFlow’

Using Long Short-Term Memory Networks and TensorFlow for Image Captioning

April 21, 2017 | 0 Comments | Sophia Turol
Learn how to enable long short-term memory, convolutional neural, and recurrent neural networks on top of TensorFlow to describe what is shown in the picture.

The Magic Behind Google Translate: Sequence-to-Sequence Models and TensorFlow

April 11, 2017 | 0 Comments | Sophia Turol
This recap explains what it takes to read and batch sequence data, as well as which of the TensorFlow-based tools enable fully dynamic calculations.

Building a Keras-Based Image Classifier Using TensorFlow for a Back End

April 10, 2017 | 0 Comments | Sophia Turol
Learn how to develop an image classifier with Keras on top of TensorFlow, tackle data overfitting, and achieve 90% of accuracy.

ML Toolkit for TensorFlow: Out-of-the-Box Algorithms to Boost Training Data by 50x

March 31, 2017 | 0 Comments | Sophia Turol
Learn how Google uses k-means for unsupervised clustering of data, stochastic dual coordinate ascent for context optimization, WALS for recommendations, etc.

Ins and Outs of Integrating TensorFlow with Existing Infrastructure

March 30, 2017 | 0 Comments | Sophia Turol
The blog post scrutinizes three major phases—data preparation, training a model, and serving in production—to enable TensorFlow on top of current infrastructure.

Using TensorFlow to Compose Music Like the One of Bach or The Beatles

March 24, 2017 | 0 Comments | Sophia Turol
This blog post explores a TensorFlow-based tool capable of capturing human reactions, generating a story, and evaluating the output of generative models.

Deep Learning for Cybersecurity: Identifying Anomalies and Malicious Traffic

March 21, 2017 | 0 Comments | Sophia Turol
Learn how to treat categorical data, as well as use generative models and other means to enable better cybersecurity.

Natural Language Processing and TensorFlow Implementation Across Industries

March 14, 2017 | 0 Comments | Sophia Turol
Being in the limelight of machine learning, TensorFlow is widely adopted in finance, healthcare, manufacturing, custom services, and other industries.

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.