AWS AI Services - Vision and Document Processing
Description
Comprehensive understanding of AWS computer vision and document processing services including Amazon Rekognition, Textract, and related services for image analysis, video processing, and document extraction.
Learning Objectives
Learners will master AWS vision AI services including image and video analysis with Rekognition, document text and data extraction with Textract, content moderation capabilities, facial analysis and recognition, and integration patterns for building vision-powered applications. They will understand service capabilities, accuracy considerations, and implementation strategies.
Topics (7)
Comprehensive study of Rekognition image analysis, object and scene detection, label detection, facial analysis, and custom label training.
Detailed exploration of video analysis features, real-time processing, stored video analysis, person and object tracking, and activity recognition.
Detailed study of content moderation features, unsafe content detection, moderation workflows, and safety implementation strategies.
Comprehensive coverage of Textract features, OCR capabilities, form processing, table extraction, and document structure analysis.
Study of custom model training, dataset preparation, model evaluation, and deployment of custom vision models for specific use cases.
Exploration of integration strategies, industry applications, workflow automation, and business value creation using vision AI services.
Comprehensive study of facial analysis features, emotion recognition, demographic estimation, face matching, and privacy considerations.