Tag: TensorFlow

TensorFlow High-Level APIs: Models in a Box (TensorFlow Dev Summit 2017)

TensorFlow allows you to define models using both low, as well as high-level abstractions. In this talk, Martin Wicke introduces Layers, Estimators, and Canned Estimators for defining models, and shows …

0

Skin Cancer Image Classification (TensorFlow Dev Summit 2017)

Read the “Dermatologist-level classification of skin cancer with deep neural networks” paper: Join Brett Kuprel, and see how TensorFlow was used by the artificial intelligence lab and medical school of …

0

Case Study: TensorFlow in Medicine – Retinal Imaging (TensorFlow Dev Summit 2017)

Diabetic retinopathy is the fastest growing cause of blindness. Learn from Lily Peng how TensorFlow was trained to analyze retinal fundus images to diagnose this condition. She describes the project …

0

Magenta: Music and Art Generation (TensorFlow Dev Summit 2017)

Using TensorFlow for Music and Art Generation — that’s what Magenta is all about. Join Douglas Eck discusses art and music generation with deep nets and reinforcement learning. He also …

0

Machine Learning with TensorFlow (GDD Europe ’17)

TensorFlow is the most popular open-source machine learning framework in the world. In this video, Andrew Gasparovic gives you an introduction to TensorFlow and goes through new things that have …

0

Introduction to TensorFlow Lattice

Check out Gitbub Repo for instructions and examples: Also take a look at the Deep Lattice Networks publication for mathematical details: Maya Gupta, Seungil You and Jan Pfeifer introduce TensorFlow …

0

Intro to Feature Engineering with TensorFlow – Machine Learning Recipes #9

Hey everyone! Here’s an intro to techniques you can use to represent your features – including Bucketing, Crossing, Hashing, and Embedding – and utilities TensorFlow provides to help. Also included …

0

TensorFlow: Machine Learning for Everyone

The TensorFlow community is thriving. We’re thrilled to see the adoption and the pace of machine learning development by people all around the world. TensorFlow is an open-source project for …

0

Keynote (TensorFlow Dev Summit 2017)

Jeff Dean, Rajat Monga, and Megan Kacholia delivered the keynote address at the inaugural TensorFlow Dev Summit. They discuss: – The origins of TensorFlow – Progress since TensorFlow’s open-source launch …

0

TensorFlow at DeepMind (TensorFlow Dev Summit 2017)

In this talk, Daniel Visentin from the DeepMind Applied team talks about DeepMind and TensorFlow. He explains the importance of choosing a platform, the team’s choice to migrate to TensorFlow, …

Previous