Build a Code-Based Video: Programmatic Video Production with Remotion
A step-by-step guide to creating professional demo and explainer videos entirely in code using Remotion, React, and AI-assisted development. …
Media-Processing
Audio Transcription Pipeline Patterns
End-to-end patterns for audio transcription at scale. Pre-processing, model selection, speaker diarization, and post-processing for …
Video Analysis Pipeline Patterns
Architecture patterns for AI-powered video analysis. Frame extraction, multi-modal analysis, temporal alignment, and cost management …
Hybrid Cloud AI Video Pipeline with Amazon FSx for NetApp ONTAP
How to build an AI video processing pipeline that spans on-premises storage and AWS cloud using FSx for NetApp ONTAP as a hybrid bridge, …
AWS Elemental MediaConvert - Video Processing at Scale
Using AWS Elemental MediaConvert for transcoding, format conversion, and video processing in AI media pipelines.
AI Audio Analysis - Multi-Track Selection and Quality Enhancement
Automated best-mic selection from multi-track recordings, noise reduction, speaker isolation, and quality scoring for film and broadcast.
AI Transcription with Accurate Speaker Attribution
How to achieve production-quality multi-speaker transcription with speaker diarization, using AWS Transcribe and Bedrock post-processing.
AI Video Editing Automation for Broadcasters
How AI automates the most time-consuming parts of broadcast video editing - rough cuts, highlight generation, and scene detection - at …
AI-Powered Accessibility for Broadcasters and Media
Automated subtitle generation, audio descriptions, sign language overlay detection, and WCAG compliance checking for broadcast and media …
Automated Content Metadata and Tagging with AI
Auto-tagging video and audio content, scene classification, topic extraction, and SEO metadata generation for media libraries.
Building an AI Video Pipeline on AWS
Architecture guide for an end-to-end AI video pipeline: S3 ingest, Lambda trigger, Rekognition analysis, Bedrock processing, FFmpeg editing, …
Case Pattern: AI Video Processing Pipeline for a National Broadcaster
Architecture and lessons from building a production AI pipeline that processes, indexes, and makes searchable a large library of broadcast …
Case Pattern: Multi-Track Audio Analysis for Film Production
Architecture for an AI system that processes multi-track audio from film production, identifying issues, categorizing content, and …
FFmpeg - Video Processing Swiss Army Knife
Using FFmpeg in AWS Lambda layers and EC2 for video processing in AI pipelines, including common operations and integration with Rekognition …
Remotion - Programmatic Video Creation with React
Using Remotion to generate videos programmatically from React components, with Lambda rendering for scalable AI-driven video production.
Remotion vs FFmpeg - Video Processing Approaches
When to use Remotion (React-based programmatic video) vs FFmpeg (command-line video processing) for AI video pipelines.