Comprehensive Overview of Azure AI Services: Features, Benefits, and Limitations - Part 2
Azure AI Services Custom Vision Azure Custom Vision is a powerful tool within Microsoft Azure that lets you create and use custom image recognition models tailored to your specific needs. Imagine you run a retail store and want to automate the process of identifying and categorizing products on your shelves. Azure Custom Vision allows you to train a machine learning model on images of your products so it can recognize and classify them accurately. This service helps you go beyond generic image recognition by customizing the model to fit your unique requirements, ensuring it can effectively identify and categorize items in your images. Key Features: Custom image classification and object detection Transfer learning with pre-trained models Demerits: Requires large, well-labeled datasets Poor labelling or insufficient data can lead to inaccuracies 2. Document Intelligence Azure Document Intelligence, formerly known as Form Recognizer, is a cloud-based AI service from Microsoft Azure desig...