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Home Screen
What is Frontline Creator? In Frontline, all tasks are modelled as workflows. Each workflow begins with a pre-defined start step and progresses through subsequent steps that are linked by transitions, leading to an end step. Frontline Creator is the workflow editor to help users easily create and customize these workflows.…
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Introduction
What is AiStudio? With AiStudio anyone can create a project, collect data and train a machine-learning model without the need to have any coding experience. Designed to simplify the data collection, training, and testing processes for creating machine learning models, AiStudio has an easy-to-follow visual wizard that…
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Workspace Overview
The Creator workspace includes the following sections: A. Menu Bar: Access File, Quick Save, Undo, Redo, Workflow name, Debug device, User profile, and the submenus within them. B. Step Panel: Choose the Step Template and Components available by default. You can choose to import media from your local machine to the media…
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Creating a Project
Creating a project To create a project: 1. Log in to Frontline Command Center with a user that has an AiStudio role. 2. Go to Navigation Pane on the top left of your Dashboard, and select AiStudio under Platform Tools. 3. Click on Create New Project on the top right. 4. Enter the name of the project and click on NEXT. 5.…
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Creator Basics
In Frontline Creator, creating and customizing a workflow is simple and intuitive. Follow along with the instructions below to create a simple workflow. Drag and drop Step templates Add Steps to your workflow by dragging them from the Step Panel and dropping them on the workflow flowchart. Adding transitions Add a…
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Dataset
Data collection After creating the project, the dataset needs to be populated with images for every object mentioned. The system then trains itself on these images collected. Note: A minimum of 20 images are required for training. The dataset tab also gives an overview of the image set, the objects are mentioned and the…
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Step Templates
A Step defines the user interface of a particular screen rendered on the Frontline Workplace application. Depending on the chosen step template, various configuration changes can be set in the Configuration Panel. Additionally, in some templates, the user may modify the button by adding, removing, renaming, or…
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Training
After data collection, model training can be started. Start a training Go to Project Overview. Select your project. Optional: On the top bar next to the project name select the gear icon. Optional: Select Data Optimization. Go through the suggested steps, this would enhance the dataset and make it more accurate. Select…
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Component Catalogue
User Interface Depending on the component itself, there will be varied configuration options. If there is more than one, the tabs will be shown separately (e.g., General and Codes). All configuration tabs are explained below for each component: Barcode Scan The Barcode Scan component can either be used with the smart…
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Inference
The inference section includes the pictures which were saved by the system on its own while the model was being used. The images are tagged with objects which were identified by the model. Users can also correct them here. Inference can be used to see if the model is identifying images correctly on its own or not. To be…
