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Deep Learning Filter Grammar - Built-in Variables | Tool-Specific View-Level Variables

The grammar components of filter expressiosn within VIDI Suite and VisionPro Deep Learning are comprised of the following : Literal Values, Built-in variables, Operators, Functions and Regular Expressions. In this article, we will go through the Built-in variables - Tool-Specific View-Level Variables

26.11.2024

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Filter Grammar -Built-in variables

Generic Tool-Specific View-Level Variables

The following table list the variables tied to specific VisionPro Deep Learning tools, along with specific components of those tools. The variables below can be used to filter the result of processing.

Red tool View variables  
Bool

Returns views that are labeled as good.

Example : "good and score <= 0.2 "

 
negativeBoolReturns the same results as good.
badBool

Returns views that are labeled as bad.

Example : "bad and score >= 0.8"

positiveBoolReturns the same results as bad.
mismatchBool 
recallFloating Point

Returns the recall as the processing result.

Example: "recall >= 0.7"

precisionFloating Point

Returns the precision as the processing result.

Example: "precision>= 0.7"

f_scoreFloating Point

Returns the f-score as the processing result.

Example: "f-score>= 0.75"

T1Floating Point

Returns the lower threshold value.

Example: "T1>= 0.4"

T2Floating Point

Returns the upper threshold value.

Example: "T2>= 0.6"

scoreFloating Point

Returns the highest defect probability.

Example: "score>= 0.5"

deviationFloating PointReturns the same results as score.
Blue Tool View variables  
mismatchBool 
recallFloating Point 
precisionFloating Point 
f_scoreFloating Point 
best_match_stringString 
Green Tool View variables  
thresholdFloating Point 
scoreFloating Point 
unknownFloating PointDenotes an image that is labeled as an unknown (in other words, untrained) class.
mismatchFloating Point 
best_tagString 
validated Returns only the views that are included in the validation set of Green Classify High Detail.
not validated Returns only the views that are not included in the validation set of Green Classify High Detail.

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