The Simple Tensorflow AI Decision plugin allows one to run an AI model

This is a new feature in Joget DX

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

 

Figure 1: Simple Tensorflow AI Decision Properties

NameDescription
Tensorflow Session

The Tensorflow Session properties are defined here:

Sub-elementDescription
Add SessionAdd 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 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

 

Figure 2 : Simple Tensorflow AI Decision Properties - Add Session properties are defined here:

Sub-elementDescription
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 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 Outputsee Add Output properties

 

Figure 3 : Simple Tensorflow AI Decision Properties - Add Input - BeanShell Script properties are defined here:

Sub-elementDescription
Input Name 
Script

Script in Java. Please see  Bean Shell Programming Guide for code example.

Delete Input

 

Figure 4 : Simple Tensorflow AI Decision Properties - Add Input - Image properties are defined here:

Sub-elementDescription
Input Name 
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
WidthWidth in Integer

Height

Height in Integer

Mean

Mean in Integer
ScaleScale in Integer
Delete Input

 

Figure 5 : Simple Tensorflow AI Decision Properties - Add Input - Image properties are defined here:

Sub-elementDescription
Input Name 
Value
  • True
  • False
Delete Input

 

Figure 6 : Simple Tensorflow AI Decision Properties - Add Input - Audio MelSpectrogram properties are defined here:

Sub-elementDescription
Input Name 
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
WidthWidth in Integer
Height

Height in Integer

FFT SizeFFT Size in Integer
Overlap SizeOverlap Size in Integer
Min Frequency (Hz)Minimum Frequency (Hz) in
Max Frequency (Hz)Maximum Frequency (Hz) in
Delete Input

 

Figure 7 : Simple Tensorflow AI Decision Properties - Add Input - Numbers properties are defined here:

Sub-elementDescription
Input Name 
Type
  • Float
  • Double
  • Integer
  • UInt8
  • Long
Number Valuesseparate number values by ;
Delete Input

 

Figure 8 : Simple Tensorflow AI Decision Properties - Add Input - Text properties are defined here:

Sub-elementDescription
Input Name 
Type 
Text Value 
Dictionary (JSON/CSV) 
Max Lenth 
Leave Empty On Front 
Delete Input

 

Figure 9 : Simple Tensorflow AI Decision Properties - Add Output- Text properties are defined here:

Sub-elementDescription
Output Name 
Temporary Variable Name 
Delete Output

 

The Add Post Processing properties are defined here:

Rules

The Rules properties are defined here:

Sub-elementDescription
Add RuleAdd a Rule. see Add Rule properties below
Add ActionAdds an Action within the ELSE THEN statement. see Add Action properties below

 

Figure  : Simple Tensorflow AI Decision Properties - Add Rule properties are defined here:

Sub-elementDescription
Toggle between EQUAL and NOT EQUAL
Split Type
  • AND
  • OR
Add ConditionAdds a Condition within the IF statement. see Add Condition properties below
Add GroupAdds a Group within the IF statement. Properties will be similar in Add Rule properties
Delete Rule
Sort - Click and drag to reorder Rule above or below another Rule
Add ActionAdds an Action within the THEN statement.

 

Figure  : Simple Tensorflow AI Decision Properties - Add Condition properties are defined here:

Sub-elementDescription
Toggle between EQUAL and NOT EQUAL
VariableUser input the variable name
Operation
  • Equal
  • Greater Than
  • Greather Than Or Equal To
  • Less Than
  • Less Than Or Equal To
  • Is True
  • Is False
  • Contains
  • In
  • Regex Match
Value

User to input the value of the Variable

Delete Condition

 

Figure  : Simple Tensorflow AI Decision Properties - Add Action properties are defined here:

Sub-elementDescription
Type
  • Transition
  • Workflow Variable
Transition

Will display a selection of all available transitions based on the selected Route inserted as part of the process flow

This field will be displayed if Transition is selected in the Type field.

Workflow Variable

 Will display a selection of all available workflow variables based on the current Process

This field will be displayed if Workflow Variable is selected in the Type field.

Value

User to input the value of the selected Workflow Variable

This field will be displayed if Workflow Variable is selected in the Type field.

Delete Action