Deploying Computer Vision by Combining Deep Learning Action Sets with Open-Source Technology

[#1]

Watch this video to see how Scottish Power and SAS addressed smart meter challenges by combining the Deep Learning action set in SAS® Visual Data Mining and Machine Learning with the SAS® deep learning Python API package, DLPy, and Keras. Presented by Duncan Bain and Jonny McElhinney, ScottishPower, and Haidar Altaie, SAS, you’ll see how SAS and open-source tools can be used together to provide a consistent approach both to creating as well as managing and deploying models.

Video Highlights

1:38 – Who are ScottishPower?

3:42 – What about smart meters?

5:57 – Outline of project challenge

6:35 – Customer experience is key + challenges

8:07 – Solution: SAS DLPy

10:05 – Using ONNX for scoring

11:17 – How they combined open source with SAS Viya

20:19 – Model deployment

Read the Paper

Related Resources

SAS Deep Learning Python (DLPy)
DLPy on GitHub
How to deploy models with SAS (video)