The document discusses the Predix Transform project led by John Andrechak, outlining its development cycle, technical details, and a hackathon idea for an automated analysis platform. It emphasizes the use of computer vision algorithms for anomaly detection and image recognition analytics. Additionally, it notes that General Electric may change product specifications and that the information provided does not constitute professional advice.

1. PAN1: Thermal Imaging
Analysis
John Andrechak

2. 2PREDIX TRANSFORM
Agenda
Introduction to TITAN1
Demo2
Technical Details3
Vision4

3. 3PREDIX TRANSFORM
Hackathon
Idea
Automated
Analysis
Platform
Premise
TITAN

4. 4PREDIX TRANSFORM
After the Hackathon…
July
Release 2
March
Hackathon
April JuneMay
Project
Funding
Project Kickoff App Release
üü ü ü
6 week development cycle in Predix

5. 5PREDIX TRANSFORM
How it works...
Predix
Postgres
Blobstore
Logstash
UAA
Analytics
Custom
Micro-
services
Asset
Services

6. 6PREDIX TRANSFORM
How it works...
Postgres
Blobstore Analytics
Custom
micro-
services
Asset
Services

7. 7PREDIX TRANSFORM
Algorithm Details – Inspiration Analytics

8. 8PREDIX TRANSFORM
Algorithm Details
1. Computer Vision Algorithm
• Anomaly detection in 3D space -
plotted as 3 traces in 1D space
• Differences hard to discern with
naked eye
• Robust method to differentiate
histograms
Analytics

9. 9PREDIX TRANSFORM
Algorithm Details
0 5 10 15
0
1000
2000
3000
0 5 10 15
10
2
10
3
10
4
0 5 10
-0.24
-0.22
-0.2
-0.18
good
10 15 20
-0.3
-0.2
-0.1
bad
0 5 10
-0.4
-0.2
0
10 15 20
-0.5
0
0.5
0 5 10
-0.5
0
0.5
10 15 20
-0.5
0
0.5
Classification: Good Classification: Good
Classification: Good Classification: Good
Classification: Good Classification: Bad
2. Image
Recognition
Classification Results
Edge detection
Dimensionality reduction
Analytics

10. 10PREDIX TRANSFORM
Vision
What’s next for TITAN?

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not constitute a representation, warranty or documentation regarding the product or service featured. Illustrations are provided for informational purposes, and your configuration may differ. This
information does not constitute legal, financial, coding, or regulatory advice in connection with your use of the product or service. Please consult your professional advisors for any such advice.
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