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Architecting AI Solutions on Salesforce

You're reading from  Architecting AI Solutions on Salesforce

Product type Book
Published in Nov 2021
Publisher Packt
ISBN-13 9781801076012
Pages 340 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Lars Malmqvist Lars Malmqvist
Profile icon Lars Malmqvist

Table of Contents (17) Chapters

Preface 1. Section 1: Salesforce and AI
2. Chapter 1: AI Solutions on the Salesforce Einstein Platform 3. Section 2: Out-of-the-Box AI Features for Salesforce
4. Chapter 2: Salesforce AI for Sales 5. Chapter 3: Salesforce AI for Service 6. Chapter 4: Salesforce AI for Marketing and Commerce 7. Chapter 5: Salesforce AI for Industry Clouds 8. Section 3: Extending and Building AI Features
9. Chapter 6: Declarative Customization Options 10. Chapter 7: Building AI Features with Einstein Platform Services 11. Chapter 8: Integrating Third-Party AI Services 12. Section 4: Making the Right Decision
13. Chapter 9: A Salesforce AI Decision Guide 14. Chapter 10: Conclusion 15. Assessments 16. Other Books You May Enjoy

Classifying images with Einstein Vision

Einstein Vision is one of the two core pillars of Einstein Platform Services. In this section, we will briefly survey the elements that make up this offering and then move on to creating an image classifier while using our dataset for fine-tuning.

Overview of Einstein Vision

Einstein Vision is Salesforce's core offering in the computer vision space. It is less general-purpose than equivalent offerings from other vendors such as Google or Amazon and that is probably by design. Instead, it offers very deep functionality in areas that are core to CRM-type processes, including image classification, object detection, and OCR.

The three core APIs and their general capabilities are as follows:

  • Image classification: The image classification API allows you to classify images. There are a set of pre-built models that allow you to classify food images, general images, scene images, and multi-label images, all of which can help you...
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