MulticoreWare

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SuperRes AI
High-Quality Upscaling. Real-Time Performance. Edge-Optimized.

Introduction

Across industries such as video streaming, media & entertainment, surveillance, AR/VR, and edge AI systems, delivering high-resolution visual experiences remains a constant challenge. Much of today’s video content whether legacy archives, low-bitrate streams, real-time feeds, or performance-constrained edge outputs is still generated or transmitted at lower resolutions due to bandwidth, storage, or hardware limitations.

Traditional interpolation-based upscaling techniques fail to meet modern quality expectations, often introducing blurred edges, detail loss, and visible artifacts. As demand for HD and 4K experiences grows across streaming, live processing, and immersive applications, organizations require intelligent super-resolution technology that enhances clarity without increasing bandwidth, latency, or rendering costs.

SuperRes AI

SuperRes AI is a high-performance AI model designed to enhance visual quality by intelligently upscaling low-resolution content into sharp, high-resolution output while preserving fine details, edges, and textures.

Built for production-scale deployment, the solution is optimized for GPU and available in a lightweight variant for NPU-based hardware, making it ideal for both cloud and edge environments.

Try our super resolution solution here

Key Capabilities

Applicable Industries & Use Cases

Video Streaming & OTT Platforms

  • Upscale legacy or low-bitrate content to HD or 4K
  • Improve visual quality while reducing bandwidth and storage costs

Real-Time Video Processing

  • Live streaming, video conferencing, and cloud gaming
  • Low-latency enhancement on GPU or edge devices

Video Production Studios

  • Content remastering and archival restoration
  • Enhance older videos for modern displays

Surveillance & Smart Cameras

  • Improve clarity of low-resolution or noisy camera feeds
  • Edge deployment using NPU-optimized models

AR / VR & XR Applications

  • Enhance visual fidelity without increasing rendering cost
  • Ideal for performance-constrained devices

Edge AI & Embedded Systems

  • Deploy lightweight super-resolution on NPUs
  • Perfect for smart TVs, set-top boxes, and IoT vision devices

Why choose MulticoreWare’s Super Resolution?

Scalable: From cloud GPUs to edge NPUs

Flexible: Works across multiple resolutions and noisy inputs

Efficient: Optimized inference performance without sacrificing quality

Deployment Ready

Our SuperRes AI integrates seamlessly into existing workflows and supports deployment across:

  • Cloud GPUs
  • On-prem systems
  • Edge and embedded NPU platforms

SuperRes AI enables media companies, broadcasters, surveillance providers, and emerging video-driven industries to significantly improve visual quality while reducing costs, eliminating the need to upgrade existing hardware or infrastructure.

Contact us for commercial licensing.

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