Consider adding the SSIM statistics to the output of MET #3031
Labels
alert: NEED ACCOUNT KEY
Need to assign an account key to this issue
alert: NEED CYCLE ASSIGNMENT
Need to assign to a release development cycle
alert: NEED MORE DEFINITION
Not yet actionable, additional definition required
MET: AI/ML Verification
Verification of Artificial Intelligence/Machine Learning models
MET: Statistics
priority: medium
Medium Priority
requestor: Navy/NRL
Naval Research Laboratory
type: enhancement
Improve something that it is currently doing
Milestone
Describe the Enhancement
MET #3024 adds new columns to gradient line type (GRAD) from Grid-Stat to help quantify "sharpness", especially in AI/ML output, using the methods defined in this paper:
An Investigation of Metrics to Evaluate the Sharpness in AI-Generated Meteorological Imagery
That paper also mentions SSIM statistics:
See reference on Wikipedia
Recommend considering adding the SSIM statistic, along with its luminance, contrast, and structure components.
These could be added to the existing continuous statistics (CNT) line type, but more thought should be given to where it belongs.
Time Estimate
Estimate the amount of work required here.
Issues should represent approximately 1 to 3 days of work.
Sub-Issues
Consider breaking the enhancement down into sub-issues.
Relevant Deadlines
List relevant project deadlines here or state NONE.
Funding Source
Define the source of funding and account keys here or state NONE.
Define the Metadata
Assignee
Labels
Milestone and Projects
Define Related Issue(s)
Consider the impact to the other METplus components.
Enhancement Checklist
See the METplus Workflow for details.
Branch name:
feature_<Issue Number>_<Description>
Pull request:
feature <Issue Number> <Description>
Select: Reviewer(s) and Development issue
Select: Milestone as the next official version
Select: MET-X.Y.Z Development project for development toward the next official release
The text was updated successfully, but these errors were encountered: