Machine Learning Enabled Features in AEM

AEM version 6 onward utilizes machine learning algorithms. Let us understand the major AEM features based on machine learning techniques.


Smart Tags
Deep learning-based image tagging

Enhanced Smart Tags
Adds the ability to teach the smart Tagging feature to recognize your own concepts for eg logos

Smart Cropping
Automatically identifies the most important parts of an image and crops appropriately

Smart Swatching
Automatically identifies best/most representative region of the image for color swatch

Smart Translation Search
Does on-the-fly translation of search queries to support multiple language search

Smart Summarization
Summarizes a text by identifying the most important sentences

Expert Scoring
Identifies experts among community users

Spam detection for communities
Automatically flags potential spam comments

Smart Forms Conversion(Tech preview for 6.4)
Allows for semi-automation of forms conversion from any format to AEM format using deep learning

Smart Layout (Tech preview for 6.4)
Suggests Layouts for different audiences based on KPIs and content understanding