Create vision models with Azure AI Custom Vision

Microsoft via Microsoft Learn

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Overview

Create Vision Models with Azure AI Custom Vision is a hands-on course designed to teach learners how to build, train, and deploy custom image classification models using Microsoft Azure’s Custom Vision service. Ideal for developers and professionals with an interest in computer vision, this course simplifies the process of creating intelligent vision applications without requiring deep machine learning expertise. Learners will explore the full lifecycle of custom vision projects—from uploading and tagging images to training models and evaluating performance. The course...

Syllabus

Module 1: Module 1: Classify images
- Introduction
- Provision Azure resources for Azure AI Custom Vision
- Understand image classification
- Train an image classifier
- Exercise - Classify images with Azure AI Custom Vision
- Knowledge check
- Summary

Module 2: Module 2: Detect objects in images
- Introduction
- Understand object detection
- Train an object detector
- Consider options for labeling images
- Exercise - Detect objects in images with Azure AI Custom Vision
- Knowledge check
- Summary