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: 157

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

Argo CD 3.3 Brings Safer GitOps Deletions and Smoother Day‑to‑Day Operations

The application deployment and lifecycle management tool Argo CD has reached a new milestone with the release of version 3.3, extending the capabilities of the popular GitOps continuous delivery tool while addressing several long-standing pain points for operators.

By Matt Saunders

MySQL 9.6 Changes Foreign Key Constraints and Cascade Handling

MySQL is changing the way foreign key constraints and cascades are managed. Starting with MySQL 9.6, foreign key validation and cascade actions are handled by the SQL layer rather than the InnoDB storage engine. This will improve change tracking, replication accuracy, and data consistency, making MySQL more reliable for CDC pipelines, mixed-database environments, and analytics workloads.

By Renato Losio

Vercel Releases React Best Practices Skill with 40+ Performance Rules for AI Agents

Vercel has launched "react-best-practices," an open-source repository featuring 40+ performance optimization rules for React and Next.js apps. Tailored for AI coding agents yet valuable for developers, it categorizes rules based on impact, assisting in enhancing performance, bundle size, and architectural decisions.

By Daniel Curtis

Kubernetes Introduces Node Readiness Controller to Improve Pod Scheduling Reliability

The Kubernetes project recently announced a new core controller called the Node Readiness Controller, designed to enhance scheduling reliability and cluster health by making the API server’s view of node readiness more accurate.

By Craig Risi

Presentation: Platforms for Secure API Connectivity With Architecture as Code

Jim Gough discusses the transition from accidental architect to API program leader, explaining how to manage the complexity of secure API connectivity. He shares the Common Architecture Language Model (CALM), a framework designed to bridge the developer-security gap. By leveraging architecture patterns, engineering leaders can move from six-month review cycles to two-hour automated deployments.

By Jim Gough

© 2026   Created by Michael Levin.   Powered by

Badges  |  Report an Issue  |  Terms of Service