AWS Computer Vision Services

Introduction

AWS provides several computer vision services for analyzing images and videos.

Definition

AWS computer vision services use pre-trained models to extract information and insights from visual content.

Types

Amazon Rekognition

Image and video analysis service

Amazon Textract

Document text extraction and analysis

Amazon Lookout for Vision

Visual inspection and anomaly detection

Amazon Augmented AI

Human review of AI predictions

Use Cases

• Content moderation
• Document processing
• Face recognition and analysis
• Object and scene detection
• Quality control in manufacturing

Implementation

AWS computer vision services can be accessed via APIs, SDKs, or integrated into applications using AWS Lambda.

Key Points

• High accuracy for common vision tasks
• Real-time and batch processing
• Custom models for specific domains
• Built-in privacy and security

References

• AWS Computer Vision — Overview of AWS computer vision services