Using Classification A New Course offered
Published: April 26, 2021
New for 2021, “Using Classification” is an on-demand one hour training resource.
Classification captures the power of convolutional neural networks to classify images that are too complex or costly to categorize using classic machine vision techniques. This course explains how you can use classification with your Matrox Imaging software, including how to use MIL CoPilot to build and label datasets, augment datasets, train classifiers, and ultimately make predictions on the class of an image.
Course Covers the following topics:
- Welcome : An Introduction
- Machine vision applications that benefit from classification and deep learning
- Overview of training an image classifier in MIL CoPilot
- Preparing datasets for an image classifier
- Labeling images in your dataset using MIL CoPilot
- Augmenting a labeled dataset using MIL CoPilot
- Setting up image classifier training
By the end of the course, you will know:
- Which machine vision applications benefit from classification with deep learning
- How to gather, augment, and label images for training, using MIL CoPilot
- How to set up, train, and use a classifier, using MIL CoPilot
