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Warning

The following are the list of required items before using Simple Tensorflow AI Decision:

an exported frozen model of Tensorflow AI model file in .pb format
the list of Input Names and each of their Data Type
the list of Output Names and each of their Data Type
Dictionary file in .csv format (if any)

Warning
Please take note that the Decision Tool Plugin will take precedence over existing conventional conditional setup in the Process Builder

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Name

Description

Screens (click to view)

Tensorflow Session

The Tensorflow Session properties are defined here:

Sub-element

Description

Add Session

Add a Session. see Add Session properties below.

Add Post Processing

When hovering the mouse over the Add Post Processing, a list of Post Processing types will be available as shown below:

BeanShell Script - see Add Post Processing - see BeanShell Script propertiesScript properties
Values to Labels - see Add Post Processing - Values to Labels properties
Euclidean Distance - see Add Post Processing - Euclidean Distance properties
Probabilities to Labels - see Add Post Processing - Probabilities to Labels properties

Rules

The Rules properties have are defined the same properties as seen in in Simple Rules Decision.

Add Session

Sub-element	Description	Screens (click to view)
Model	Choose File - Select an AI model to run Clear - clear selected AI model
	Delete Session
Add Input	When hovering the mouse over the Add Input, a list of Pre-Processing Input types will be available as shown below: BeanShell Script - see Add Input - Beanshell Script properties Image - see Add Input - Image properties Boolean - see Add Input - Boolean properties Audio MelSpectogram - see Add Input - Audio Melspectogram properties Numbers - see Add Input - Numbers properties Text - see Add Input - Text properties
Add Output	see Add Output properties

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Sub-element	Description	Screens (click to view)
Input Name	Defined Input Tensor
Script	Script in Java. Please see Bean Shell Programming Guide for code example.
	Delete Input

Image

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Image

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Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Image Added

Type
Float
Double
Integer
UInt8
Long
File Source
Retrieve from URL
<list of all available Forms>
URL or Image Upload Field ID
URL input if Retrieve from URL was selected as the File Source
Image Upload Field ID if a Form was selected as the File Source
Width
Width in Integer
Height
Height in Integer
Mean
Mean in Integer
Note
title Note
If its not defined, set to 1
Scale
Scale in Integer
Note
title Note
If its not defined, set to 1
Delete Input

Boolean

Image Removed

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Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Image Added
Value
True
False
Delete Input

Audio MelSpectrogram

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Audio MelSpectrogram

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Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Image Added

File Source
Retrieve from URL
<list of all available Forms>
URL or File Upload Field ID
URL input if Retrieve from URL was selected as the File Source
File Upload Field ID if a Form was selected as the File Source
Width Width in Integer
Height
Height in Integer
FFT Size FFT Size in Integer
Overlap Size Overlap Size in Integer
Min Frequency (Hz) Minimum Frequency (Hz) in
Max Frequency (Hz) Maximum Frequency (Hz) in
Delete Input

Numbers

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Figure 7 : Simple Tensorflow AI Decision Properties - Add Input - Numbers properties are defined here:
Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Image Added
Type
Float
Double
Integer
UInt8
Long
Number Values separate number values by ;
Delete Input

Text

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Text

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Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Image Added

Type
Float
Double
Integer
UInt8
Long
Text Value The text value inputted to be inserted into the Tensor. Can use Hash Variable.
Dictionary (JSON/CSV) Dictionary in JSON or CSV format
Max Length Maximum Length
Leave Empty On Front
Delete Input

Add Output

Text

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Text

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Sub-element Description Screens (click to view)
Output Name Defined OutputTensorOutput Tensor
Image Added

Temporary Variable Name The Output Tensor Value will be inserted into this user-defined Temporary Variable to be later used during Post-Processing
Delete Output

Add Post Processing

BeanShell Script

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Figure 10 : Simple Tensorflow AI Decision Properties - Add Post-Processing - BeanShell Script properties are defined here:
Sub-element Description Screens (click to view)
Post Processing Name User-defined variable. Can be used as a Variable in the Rules
Image Added

Script
Script in Java. Please see Bean Shell Programming Guide for code example.
Injected variables available for consumption are:-
String Name
Map tfVariables
Map Variables
Map tempDataHolder
Delete Post-Processing

Values to Labels

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Figure 11 : Simple Tensorflow AI Decision Properties - Add Post-Processing - Values to Labels properties are defined here:
Sub-element Description Screens (click to view)
Post Processing Name User-defined variable. Can be used as a Variable in the Rules
Image Added

Get Unique Only Check to get only unique value only
Labels (CSV) Dictionary file in .csv format
Temporary Variable Name List of Temporary Variables from Output
Number of Values List of Temporary Variables from Output
Delete Post-Processing
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Image Removed
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Euclidean Distance

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Sub-element Description Screens (click to view)
Post-Processing Name User-defined variable. Can be used as a Variable in the Rules
Image Added

Temporary Variable Name List of Temporary Variables from Output
Temporary Variable Name List of Temporary Variables from Output
Delete Post-Processing

Probabilities to Labels

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Figure 13 : Simple Tensorflow AI Decision Properties - Add Post-Processing - Probabilities to Labels properties are defined here:
Sub-element Description Screens (click to view)
Post Processing Name User-defined variable. Can be used as a Variable in the Rules
Image Added

Threshold set the Threshold value e.g. 0.01
Get Highest Only Check to get the highest value only
Labels (CSV) Dictionary file in .csv format
Temporary Variable Name List of Temporary Variables from Output
Delete Post-Processing

Space shortcuts

Page tree

Versions Compared

Old Version 16

New Version 17

Key

Add Session

Image

Image

Boolean

Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Image Added
Value
True
False
Delete Input

Audio MelSpectrogram

Audio MelSpectrogram

Numbers

Figure 7 : Simple Tensorflow AI Decision Properties - Add Input - Numbers properties are defined here:
Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Image Added
Type
Float
Double
Integer
UInt8
Long
Number Values separate number values by ;
Delete Input

Text

Text

Add Output

Text

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Text

Sub-element Description Screens (click to view)
Output Name Defined OutputTensorOutput Tensor
Image Added

Temporary Variable Name The Output Tensor Value will be inserted into this user-defined Temporary Variable to be later used during Post-Processing
Delete Output

Add Post Processing

BeanShell Script

Values to Labels

Euclidean Distance

Sub-element Description Screens (click to view)
Post-Processing Name User-defined variable. Can be used as a Variable in the Rules
Image Added

Temporary Variable Name List of Temporary Variables from Output
Temporary Variable Name List of Temporary Variables from Output
Delete Post-Processing

Probabilities to Labels

Sub-element	Description	Screens (click to view)
Input Name	Defined Input Tensor	Image Added
Value	True False
	Delete Input

Sub-element	Description	Screens (click to view)
Output Name	Defined OutputTensorOutput Tensor	Image Added
Temporary Variable Name	The Output Tensor Value will be inserted into this user-defined Temporary Variable to be later used during Post-Processing
	Delete Output

Sub-element	Description	Screens (click to view)
Post Processing Name	User-defined variable. Can be used as a Variable in the Rules	Image Added
Get Unique Only	Check to get only unique value only
Labels (CSV)	Dictionary file in .csv format
Temporary Variable Name	List of Temporary Variables from Output
Number of Values	List of Temporary Variables from Output
	Delete Post-Processing

Sub-element	Description	Screens (click to view)
Post-Processing Name	User-defined variable. Can be used as a Variable in the Rules	Image Added
Temporary Variable Name	List of Temporary Variables from Output
Temporary Variable Name	List of Temporary Variables from Output
	Delete Post-Processing

Space shortcuts

Page tree

Page History

Versions Compared

Old Version 16

New Version 17

Key

Add Session

Image

Image

Boolean

Sub-elementDescriptionScreens (click to view)Input NameDefined Input TensorImage AddedValueTrueFalseDelete Input

Audio MelSpectrogram

Audio MelSpectrogram

Numbers

Figure 7 : Simple Tensorflow AI Decision Properties - Add Input - Numbers properties are defined here:Sub-elementDescriptionScreens (click to view)Input NameDefined Input TensorImage AddedTypeFloatDoubleIntegerUInt8LongNumber Valuesseparate number values by ;Delete Input

Text

Text

Add Output

Text

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Text

Sub-elementDescriptionScreens (click to view)Output NameDefined OutputTensorOutput TensorImage AddedTemporary Variable NameThe Output Tensor Value will be inserted into this user-defined Temporary Variable to be later used during Post-ProcessingDelete Output

Add Post Processing

BeanShell Script

Values to Labels

Euclidean Distance

Sub-elementDescriptionScreens (click to view)Post-Processing NameUser-defined variable. Can be used as a Variable in the RulesImage AddedTemporary Variable NameList of Temporary Variables from OutputTemporary Variable NameList of Temporary Variables from OutputDelete Post-Processing

Probabilities to Labels

Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Image Added
Value
True
False
Delete Input

Figure 7 : Simple Tensorflow AI Decision Properties - Add Input - Numbers properties are defined here:
Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Image Added
Type
Float
Double
Integer
UInt8
Long
Number Values separate number values by ;
Delete Input

Sub-element Description Screens (click to view)
Output Name Defined OutputTensorOutput Tensor
Image Added

Temporary Variable Name The Output Tensor Value will be inserted into this user-defined Temporary Variable to be later used during Post-Processing
Delete Output

Sub-element Description Screens (click to view)
Post-Processing Name User-defined variable. Can be used as a Variable in the Rules
Image Added

Temporary Variable Name List of Temporary Variables from Output
Temporary Variable Name List of Temporary Variables from Output
Delete Post-Processing