The ability to Interpret image data using software is advancing fast! The two images above are captioned with program generated text. Here's an article that describes concepts and an approach to generate a caption for an image. The code is written in Python and uses TensorFlow

How to build and train an image caption generator using a TensorFlo...

"TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API. TensorFlow was originally developed by researchers and engineers working on the Google Brain Team within Google's Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well." Here's a TensorFlow tutorial. 

Views: 148

Comment

You need to be a member of Codetown to add comments!

Join Codetown

Happy 10th year, JCertif!

Notes

Welcome to Codetown!

Codetown is a social network. It's got blogs, forums, groups, personal pages and more! You might think of Codetown as a funky camper van with lots of compartments for your stuff and a great multimedia system, too! Best of all, Codetown has room for all of your friends.

When you create a profile for yourself you get a personal page automatically. That's where you can be creative and do your own thing. People who want to get to know you will click on your name or picture and…
Continue

Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.

Looking for Jobs or Staff?

Check out the Codetown Jobs group.

 

Enjoy the site? Support Codetown with your donation.



InfoQ Reading List

Presentation: Portfolio Analysis at Scale: Running Risk and Analytics on 15+ Million Portfolios Every Day

William Chen discusses the importance of trimming your computational graph, storing data in multiple formats, leveraging open source, and considering multiple dimensions of modularization.

By William Chen

Redis Switches to SSPLv1: Restrictive License Sparks Fork by Former Maintainers

Redis has recently announced a change in their license by transitioning from the open-source BSD to the more restrictive Server Side Public License (SSPLv1). The move has promptly led to a fork initiated by former maintainers and reignited discussions surrounding the sustainability of open-source initiatives.

By Renato Losio

DigitalOcean Introduces CPU-based Autoscaling for its App Plaform

DigitalOcean has launched automatic horizontal scaling for its App Platform PaaS, aiming to free developers from the burden of scaling services up or down based on CPU load all by themselves.

By Sergio De Simone

Vitess Version 19 Released: Ends Support for MySQL 5.7, Improves MySQL Compatibility

Recently, Vitess launched its latest stable release v19. The highlights of this update include metrics for monitoring stream consolidations, improved query compatibility with MySQL for multi-table delete operations, support for incremental backups, and various performance enhancements, among other features.

By Aditya Kulkarni

Netflix Uses Metaflow to Manage Hundreds of AI/ML Applications at Scale

Netflix recently published how its Machine Learning Platform (MLP) team provides an ecosystem around Metaflow, an open-source machine learning infrastructure framework. By creating various integrations for Metaflow, Netflix already has hundreds of Metaflow projects maintained by multiple engineering teams.

By Eran Stiller

© 2024   Created by Michael Levin.   Powered by

Badges  |  Report an Issue  |  Terms of Service