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The Simple Tensorflow AI Decision plugin allows one to map it on a process route, execute a pre-trained Tensorflow AI model and use the output result for decision making.

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 their Data Type
the list of Output Names

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 - Beanshell BeanShell Script 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

Image Modified

Rules

The Rules properties have the same properties as seen in Simple Rules Decision

Add Session

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Add Session

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Sub-element Description Screens (click to view)
Model
Choose File - Select an AI model to run
Clear - clear selected AI model
Image Added
Delete Session
Add Input
When hovering the mouse over the Add Input, a list of 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

Add Input

BeanShell Script

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BeanShell Script

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

Image Added

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

Delete Input
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Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
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
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Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Type
Float
Double
Integer
UInt8
Long

Number Values separate number values by ;
Delete Input
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Sub-element Description Screens (click to view)
Input Name Defined Input Tensor
Type

Text Value

Dictionary (JSON/CSV)

Max Length

Leave Empty On Front

Delete Input
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Sub-element Description Screens (click to view)
Output Name Defined OutputTensor
Temporary Variable Name

Delete Output
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Versions Compared

Old Version 15

New Version 16

Key

Add Session

Add Session

Add Input

BeanShell Script

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BeanShell Script

Sub-element	Description	Screens (click to view)
Model	Choose File - Select an AI model to run Clear - clear selected AI model	Image Added
	Delete Session
Add Input	When hovering the mouse over the Add Input, a list of 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

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

Sub-element	Description	Screens (click to view)
Input Name	Defined Input Tensor
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
Scale	Scale in Integer
	Delete Input

Sub-element	Description	Screens (click to view)
Output Name	Defined OutputTensor
Temporary Variable Name
	Delete Output