Build an Image Classifier with Microsoft Azure Cognitive Service
Creating a tailored computer vision model can be long, complex, and require a full team of researchers. This course will teach you how to create a state of the art custom image classifier model in Microsoft Azure Custom Vision with just a few clicks.
What you'll learn
Microsoft Azure Custom Vision democratizes advanced computer vision techniques to everyone creating state of the art models in a few clicks. In this course, Build an Image Classifier with Microsoft Azure Cognitive Service, you’ll gain the ability to create a state of the art custom image classifier model in Microsoft Azure Custom Vision. First, you’ll explore the model lifecycle. Next, you’ll discover how to train and improve a model in Custom Vision. Finally, you’ll learn how to deploy a Custom Vision model anywhere. When you’re finished with this course, you’ll have the skills and knowledge of Microsoft Azure Custom Vision needed to create a state of the art custom image classifier model.
Table of contents
- A Walkthrough of a Typical Custom Model 4m
- Demo: Creating an Azure Custom Vision Project - Part 1 4m
- Demo: Creating an Azure Custom Vision Project - Part 2 4m
- Demo: Creating an Azure Custom Vision Project - Part 3 5m
- Demo: Training the Model Using the SDK 5m
- Demo: Testing and Retraining the Model 2m
- Demo: Publish the Model 3m
- Key Takeaways and Tips 2m
About the author
Axel Sirota is a Microsoft Certified Trainer with a deep interest in Deep Learning and Machine Learning Operations. He has a Masters degree in Mathematics and after researching in Probability, Statistics and Machine Learning optimisation, he works as an AI and Cloud Consultant as well as being an Author and Instructor at Pluralsight, Develop Intelligence, and O'Reilly Media.