Google Cloud Vision API by Example

Harness the power of machine learning with Google Cloud Vision API. Learn how to make calls to the API with Python and leverage key services to quickly gain insights from images.

Introduction

• Machine learning for images made easier

1. Getting Started with Google Vision API

• What is Google Vision API?
• Getting started
• Testing setup

2. Optical Character Recognition and Label Detection

• Detect text with optical character recognition (OCR)
• Detect labels
• Working with Google Cloud Vision API documentation

3. Face and Object Detection

• Facial expression detection
• Face detection
• Detecting multiple objects
• Challenge: Determine the landmark
• Solution: Determine the landmark

4. Working with Batches

• Data preparation for batch images
• Creating the batch image request
• Working with JavaScript Object Notation (JSON)
• Working with Pandas

Conclusion

• Clean up
• Next steps