Blog-on-Digital-Transformation

Using Recurrent Neural Networks and TensorFlow to Recognize ...

June 24, 2016 | 0 Comments | Sophia Turol
Learn how combining recurrent neural networks with TensorFlow can help in handwriting recognition, basic mathematical calculations, and sine wave modeling.

Experimenting with Deep Neural Networks for X-Ray Image ...

June 20, 2016 | 0 Comments | Sergey Kovalev
Learn how neural networks and deep learning frameworks such as Caffe can help with identifying diagnoses based on X-ray images.

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.

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.

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.