Blog-on-Digital-Transformation

Image and Text Recognition with TensorFlow Using Convolutional Neural ...

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 ...

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 ...

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.

Performance of Deep Learning Frameworks: Caffe, Deeplearning4j, TensorFlow, Theano, and ...

May 31, 2016 | 0 Comments | Altoros
This paper presents the comparison of the five deep learning tools in terms of training time and accuracy. The evaluation includes classifying digits from the MNIST data set using a fully connected neural network architecture (FCNN).

TensorFlow End-to-End Examples and Overview (in English and ...

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 ...

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 ...

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

Using IBM Analytics for Apache Spark in Java/Scala Apps on ...

May 3, 2016 | 0 Comments | Siarhei Sidarau
This article demonstrates how to interact with IBM Analytics for Apache Spark through Jupiter Notebook and the spark-submit.sh script.

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

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 ...

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.