Posts Tagged ‘TensorFlow’

Image and Text Recognition with TensorFlow Using Convolutional Neural Networks

June 15, 2016 | 1 Comment | Sophia Turol
Learn how to enable image recognition using a simple MNIST data set and text analysis with the word2vec embeddings on top of TensorFlow.

TensorFlow in the Big Data Context

June 14, 2016 | 0 Comments | Sophia Turol
Learn how deep learning libraries compare to each other, what distributed TensorFlow is, and how a graphics processing unit can accelerate model training.

Pose Estimation, Queues, and Input Pipelines in TensorFlow

June 8, 2016 | 0 Comments | Sophia Turol
Learn about the challenges of pose estimation—poor image quality, occluded pose elements, etc.—and how to overcome them using fully convolutional networks.

TensorFlow End-to-End Examples and Overview (in English and Spanish)

May 18, 2016 | 0 Comments | Sophia Turol
This blog post looks into the key components of TensorFlow architecture with end-to-end code examples and practical tips on using the library.

TensorFlow in Action: TensorBoard, Training a Model, and Deep Q-learning

May 16, 2016 | 0 Comments | Sophia Turol
This blog post discusses TensorFlow’s mechanics of learning, overviews TensorBoard, as well as looks into Q-learning and convolutional networks.

Prototype: TensorFlow-as-a-Service on OpenPOWER Machines

This blog post introduces a PoC for creating a multi-tenant, multi-user TensorFlow environment using Docker and multiple GPUs.

Deep Learning in Healthcare, Finance, and IIoT: TensorFlow Use Cases

May 2, 2016 | 0 Comments | Sophia Turol
Find how deep learning can benefit healthcare and finance, study industrial use cases, and see the advantages of intelligent video analytics and anomaly detection.

TensorFlow in Practice: Interactive Prototyping and Multi-GPU Usage

April 27, 2016 | 0 Comments | Alex Khizhniak
Yaroslav Bulatov of Google demonstrated how TensorFlow works, providing recommendations and code samples for computational graphs, sessions, etc.

An Overview of TensorFlow Mechanics and Future of AI

April 20, 2016 | 0 Comments | Sophia Turol
This blog post overviews the basics of TensorFlow with code examples, discusses its advantages, and looks into the benefits of machine learning for healthcare.

Using TensorFlow and Long Short-Term Memory for Visualized Learning

April 18, 2016 | 0 Comments | Sophia Turol
This blog post discusses visualized learning, features a language modeling scenario, and looks into the usage of long short-term memory in TensorFlow.