Introduction

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.

Simple Tensorflow AI Decision Properties

Simple Tensorflow AI 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 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

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

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

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

Boolean

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

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

Audio MelSpectrogram

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

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

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
Type	Float Double Integer UInt8 Long
Number Values	separate number values by ;
	Delete Input

Text

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

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

Add Output

Text

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

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

Add Post Processing

BeanShell Script

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
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

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
Get Unique Only
Labels (CSV)
Temporary Variable Name
Number of Values
	Delete Post-Processing

Euclidean Distance

Figure 12 : Simple Tensorflow AI Decision Properties - Add Post-Processing - Euclidean Distance properties are defined here:

Sub-element	Description	Screens (click to view)
Post-Processing Name
Temporary Variable Name
Temporary Variable Name
	Delete Post-Processing

Probabilities to Labels

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
Threshold
Get Highest Only
Labels (CSV)
Temporary Variable Name
	Delete Post-Processing