Implementing super resolution by deploying SeedVR2 on Amazon SageMaker AI
Implementing super resolution by deploying SeedVR2 on Amazon SageMaker AI
Publish Date: 2026-06-25 12:40:00
Source Domain: aws.amazon.com
- Video Upscaling Challenge: Many organizations face challenges in scaling their lower-resolution video libraries to modern high-definition displays due to pixelation and blurriness.
- SeedVR2 Introduction: SeedVR2, developed by ByteDance, is an open-source video restoration model that upscales and enhances video quality using AI techniques, running on Amazon SageMaker for scalable solutions.
- AWS Solution Architecture: The solution employs a three-tier AWS architecture encompassing Amazon VPC, S3 buckets for storage, and AWS Lambda triggering SageMaker processing jobs for video enhancement.
- Deployment and Testing: The process includes environment setup, infrastructure deployment via AWS CDK, running the model on GPU-enabled SageMaker instances, and testing the pipeline for video upscaling with input/output verification.
