AI, Deep Learning, Neural Networks, Cognitive Services are all technology concepts that have reached almost every CEOs buzzword collection. But really, most of the algorithms and approaches are fairly old. Perhaps it's just with the advance of cloud computing and plenty of great API's that these approaches are becoming mainstream tools.
In CodeArt we have experience in various AI disciplines. Ranging from various nearest-neighbour searches for content similarities and language identification, over A* path finding, genetic algorithms, behavior driven content recommendations, singular vector decomposition to simply using machine learning and cognitive services.
Below you can see a video of an integration Allan made of the vision services in Cognitive Services and Episerver CMS that automatically tags all images on upload with a descriptive text as well as other features. It even adds a smart thumbnail where it automatically sets a focalpoint on the subject matter for the image. Original blog post here, and github project can be found here. It can also be installed through the Episerver nuget feed.
AI Assisted Content Creation - in Optimizely CMS & Commerce (AI Series - Part 2)
AI assisted content creation is an exciting new approach driven by algorithms and models like GPT-3, DALL-E, Stable Diffusion and more. At CodeArt we've been experimenting how to use these technologies to enhance the editorial process. In this second part of the blog series on the topic I'll share a video of a prototype integration to Optimizely (Episerver) CMS of content creation using AI for both images and text.
Perspectives in AI Assisted Content Creation (AI Series Part 1)
AI assisted content creation is an exciting new approach driven by algorithms and models like GPT-3, DALL-E, Stable Diffusion and more. At CodeArt we've been experimenting how to use these technologies to enhance the editorial process.
Idio: First look on Content Analytics and Recommendations
I recently got a chance to try out Episervers latest acquisition, Idio, right here on codeart.dk. In this post, I'll share my first impressions.
Episerver Advance Recommendations on CodeArt
Some times you have so much great content on your website that you just wish you had a librarian to let your visitors know what to read next. And with Episerver Advance (Content Recommendations) you can at least have something that comes pretty close. I have been lucky enough to try it out on my site.
Auto Tagging Using Search
You don't always have to go the full AI route to get AI like results. In this blog post I'll describe an approach I've used several times (and for multiple purposes) with pretty decent results. Instead of classification algorithms, deep learning or neural networks I'll just simply query my favorite search engine.