Overview

The Edge Training and Inference Tool is a visual inspection application that enables users to create, train, and evaluate AI Brains for image classification and object detection. It provides a streamlined workflow for collecting images, training Brains, evaluating their performance, and running real-time predictions using a connected camera.

Supported Brain Types

The Edge Training and Inference Tool supports the following Brain types.

Classification Brain

Classification Brains analyze an image and assign it to one of the trained classes. They can be used to identify product types, categorize objects, or determine whether an item meets inspection criteria.

Detection Brain

Detection Brains identify and locate objects within an image. Results are displayed using bounding boxes around detected objects, allowing users to locate and track items of interest.

Typical Workflow

A typical workflow consists of the following steps:

1. Create a Brain.
2. Capture or upload training images.
3. Create classes and organize the images.
4. Train the Brain.
5. Evaluate the Brain’s performance.
6. Run Live Predictions using a connected camera.

System Requirements

System requirements and installation instructions will be added here.