Did you know SAS has bee hives? In this demo, I share how we've automated a process to capture SAS bee activity so we can understand vegetation bloom times, honey production, and overall hive health. You'll learn how we use image processing tools, robust principal component analysis, and object tracking methods implemented in SAS® Visual Data Mining and Machine Learning and SAS® Event Stream Processing.
00:18 - Why bees matter
02:01 - How SAS Event Stream Processing monitors bee flight patterns
05:17 - Train an RPCA model
08:43 - Fit images to RPCA model as a table
09:27 - Fit the table to RPCA model
10:37 - Download ASTORE file so SAS Event Stream Processing can use it
10:58 - See results of scoring images
5 ways to measure beehive health with hive-streaming data (SAS Insights article)
Registration is open! SAS is returning to Vegas for an AI and analytics experience like no other! Whether you're an executive, manager, end user or SAS partner, SAS Innovate is designed for everyone on your team. Register for just $495 by 12/31/2023.
If you are interested in speaking, there is still time to submit a session idea. More details are posted on the website.
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