Introduction to Custom Vision
Explore the fundamentals of Azure Custom Vision, including how to build custom image classifiers and object detectors. Learn to create training and prediction resources, save keys and endpoints, and prepare for implementing a custom image recognition project.
We'll cover the following...
What is Custom Vision?
Azure’s Computer Vision services don’t allow us to perform any operations on custom data. The service was already trained on huge amounts of data. But, if there is a use-case to implement a custom image recognition service, then Azure introduces us to its Custom Vision service.
For example, if we want to build an image classifier that classifies the images into two categories, namely, a person with a face mask and a person without a face mask, we could use Custom Vision.
For this kind of implementation, we can use Azure’s Custom Vision service and push our data (images of both categories) to it. Then, we can ...