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BLUEDOT

Fast and Intelligent Visual Cloud Computing

BLUEDOT provides intelligent video processing and compression applications accelerated by semiconductor IPs for video content service providers and creators through data centers.

CONTEST WINNER SOLUTION:

DeepField-SR: AI-based Super-Resolution Accelerated by Xilinx FPGA Cards​

DeepField-SR is a fixed functional hardware accelerator that leverages Xilinx Alveo cards and FPGA instances in the cloud or on-premise to offer the highest computational efficiency for video super-resolution. Based on the proprietary neural network trained with real-word video data from the internet and fusing spatio-temporal information in multiple frames, it produces superior high-resolution video quality. 

Blue Dot Demo
BLUEDOT DeepField-SR Demo

PRODUCT OVERVIEW:

DeepField-SR is deployable on both public cloud and on-premise with Xilinx Alveo U200/U50 Accelerator Cards. As it is designed in scalable architecture and supports multiple FPGA cards, it can flexibly respond to various resolution upscale requests. Its runtime performance on a single Alveo U50 is 11 ~ 14fps to upscale video up to 4K resolution. The API is integrated within an ffmpeg workflow, meaning that simple command enables DeepField-SR acceleration and upscaling user input video.

 KEY FEATURES

  • AI-based video super-resolution
  • Input resolution: 64x48 to 1280x720 
  • Output resolution: 64x48 to 3840x2160:
  • Scaling ratio: 1.0x ~ 4.0x
  • Two operation modes – quality and boost modes
  • Scalability: Multiple cards can be used for higher throughput. For example, three U50 cards provide the performance of 720p30 to 2160p30 in real-time.
BLUEDOT Super-Resolution
Superresolution vs Traditional Algorithms

Upscaling 720p30 to 4Kp30 in Real-Time

Upscaling 720p30 to 4Kp30 in Real-Time
Note. It is possible to support more channels with additional FPGA cards.

3x Channel of Upscaling 360p30 to 1080p30/1440p30 in Real-Time

3x Channel of Upscaling 360p30 to 1080p30/1440p30 in Real-Time
Note. It is possible to support higher frame rates with additional FPGA cards

Learn More


Want to evaluate Deepfield-SR? Head over to the Xilinx App Store and begin a free trial and follow the provided instructions. For more information visit https://blue-dot.io/ or contact  info@blue-dot.io.