How to colourise black & white pictures with OpenVINO™ on Ubuntu containers (Part 2)

See the full post here ➡️ https://ubuntu.com//blog/how-to-colourise-black-white-pictures-openvino-containers-part-2

Excerpt below:

This blog is the last part of a series – don’t miss parts one and zero. We’re on a mission to demonstrate OpenVINO™ on Ubuntu containers; from the consistently outstanding developer experience to the added trust to your software supply chain. In this blog, I’ll guide you on your way to building and deploying an AI colouriser app on MicroK8s. The demo will give you a better feel of the Ubuntu in containers experience and how it makes developers’ lives easier, especially in complex environments like AI/ML.

The story so far: I misplanned my Christmas shopping and had to find a last-minute present for my grandparents (still hoping they’re not reading). Fortunately, I came across this blog. It gave me the best Christmas present idea ever: a handcrafted photo book of their childhood pictures, colourised using deep learning. Easy peasy, you think (sarcastically). But seriously, thanks to OpenVINO™ and Ubuntu containers, it is much easier than it sounds! You’ll see.

“What are you looking at?” (original picture source) Demo architecture

“As a user, I can drag and drop black and white pictures to the browser so that it displays their ready-to-download colourised version.” – said the PM (me).

For that – replied the onetime software engineer (still me) – we only need:

A fancy yet lightweight frontend component.OpenVINO™ Model Server to serve the neural network colourisation predictions.A very light backend component.

Whilst we could target the Model Server directly with the frontend (it exposes a

...


Click >>> here <<< to share your news for free!

About Linux Chatter

Linux Chatter is a news aggregator service that curates some of the best Linux, Cloud, Technical Guides, Hardware, and Security news. We display just enough content from the original post to spark your interest. If you like the topic, click on the 'read full post' button to visit the author's website. Then, use Linux Chatter to find content from amazing authors!

Why should you share your news?

Contributing is one of the best ways to promote a website. This technique has been used for decades now and is still very effective. But, this strategy can make or break your rankings depending on its application.

A news website is one of the best places to publish your blog. This is because such sites always have massive amounts of targeted traffic. If you write quality content, your post will get lots of hits, and many people will follow your blog.

Disclaimer

The content provided has been modified and is not displayed as intended by the author. Any trademarks, copyrights, and rights remain with the source. Linux Chatter sources content from RSS feeds and personal content submissions. The views and opinions expressed in these articles are those of the authors and do not necessarily reflect Linux Chatter.