Learn about real-time image analytics solutions from SAS for image processing, image classification, object detection and segmentation in this video by Maggie Du, Machine Learning Developer, SAS and Juthika Khargharia, Principal Solutions Advisor, SAS. They describe the general workflow of real-time image analytics, from preprocessing images, to training deep learning models by using SAS® Viya®, to deploying an image analytics pipeline on edge devices by using SAS® Event Stream Processing. Several applications are discussed in the manufacturing and transportation industries.
Video Highlights
0:45 – Computer vision overview
3:11 – Edge Computing workflow + autonomous driving use case
5:49 – “Head-in-Pillow”/surface mount technology use case
14:19 – Deployment of models with SAS Event Stream Processing
Related Resources
Bringing Computer Vision to the Edge: An Overview of Real-Time Image Analytics with SAS® (SAS Global Forum 2020 paper)
Videos: Building computer vision models with Python and SAS Deep Learning (blog post)
Learn SAS Event Stream Processing
SAS Demo | SAS Event Stream Processing with Kubernetes (video)
Free Trial of SAS ESP in the Analytics Cloud Using Python
