Semantic Image Segmentation with DeepLab in Tensorflow

Semantic Image Segmentation with DeepLab in Tensorflow

  • March 13, 2018
Table of Contents

Semantic Image Segmentation with DeepLab in Tensorflow

Today, we are excited to announce the open source release of our latest and best performing semantic image segmentation model, DeepLab-v3+ [1], implemented in Tensorflow. This release includes DeepLab-v3+ models built on top of a powerful convolutional neural network (CNN) backbone architecture [2, 3] for the most accurate results, intended for server-side deployment. As part of this release, we are additionally sharing our Tensorflow model training and evaluation code, as well as models already pre-trained on the Pascal VOC 2012 and Cityscapes benchmark semantic segmentation tasks.

Source: googleblog.com

Tags :
Share :
comments powered by Disqus

Related Posts

Building a Next Word Predictor in Tensorflow

Building a Next Word Predictor in Tensorflow

Next Word Prediction or what is also called Language Modeling is the task of predicting what word comes next. It is one of the fundamental tasks of NLP and has many applications. You might be using it daily when you write texts or emails without realizing it.

Read More
AI Researchers Aim to Crack Code on ‘Sun Energy’

AI Researchers Aim to Crack Code on ‘Sun Energy’

Since the ’50s, scientists have chased the promise of clean energy from sun-like reactions between deuterium and tritium, the plentiful isotopes of hydrogen. This carbon-free energy, achieved at temperatures of 360 million degrees Fahrenheit, would offer a great way to heat water and, in turn, spin turbines to create countless kilowatts of electricity.

Read More
A Framework for Building Artificial Intelligence Capabilities

A Framework for Building Artificial Intelligence Capabilities

AI will likely become the most important technology of our era as it’s improved upon over time, but we’re still in the early stages of deployment, CIO Journal Columnist Irving Wladawsky-Berger writes. History shows that even after technologies start crossing over into mainstream markets, it takes considerable time for the new tech to be widely embraced across the economy.

Read More