Description
Introduction to AI
Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. AI is a hot topic in technology today, with rapid advancements and increasing adoption in many areas e.g. smartphones, smart homes and self-driving cars among others. AI and automation in business have tremendous potential and will change the future of the workforce.
Introduction to TensorFlow
TensorFlow is an open-source AI library for machine learning. Built by Google, TensorFlow is designed for implementing, training, testing and deploying deep learning neural networks.
Neural networks are used in a variety of applications, notably in classification problems such as speech and image recognition. The TensorFlow site provides a number of tutorials to get started.
The TensorFlow project provides a sample model and Java code for labelling images.
This process tool plugin uses that sample pre-trained neural network to determine a label and probability for a file upload field.
Plugin Info
Plugin Type: Process Tool Plugin
Joget Version: DX 8
Joget Edition: Community and Enterprise
Installation
- Download the plugin JAR file:
ai-label-image-5.0.0.jar - Upload the downloaded jar file through Manage Plugins.
- Map and configure the plugin to any Process Tool & Post Form Submission Processing Plugin.
- A sample app is available for download here:
APP_ai_label_image-1-20170530110042.jwa - The source code for the plugin is available at https://github.com/jogetoss/ai-image-label
Screenshots
- Configuration
- Sample app
Plugin Properties
Source File Upload Image
| Label | Description |
|---|---|
| Form | The form containing the file upload field |
| File Upload Field | The file upload field for the image to be recognized |
Store Label Image Result in Form
| Label | Description |
|---|---|
| Store Label into Form Field | The form field to store the label result of the processed image |
| Store Probability into Form Field | The form field to store the probability result of the processed image |
Store Label Image Result in Workflow Variable
| Label | Description |
|---|---|
| Store Result into Workflow Variable | The workflow variable to store the label result of the processed image |
| Store Probability into Workflow Variable | The workflow variable to store the probability result of the processed image |
Changelog
| Version | Items |
|---|---|
| 5.0.0 |
|