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DeepField-SR Video Super Resolution

DeepField-SR is a fixed functional hardware accelerator leveraging FPGA to offer the highest computational efficiency for Video Super Resolution.

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About

Based on proprietary Neural Network trained with real world video data from the internet and fusing spatio-temporal information in multiple frames, DeepField-SR produces superior high resolution video quality.

As DeepField-SR is designed in scalable architecture, it can flexibly respond to various high resolution upscale request. Its runtime performance on single EC2 f1.2xlarge 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.

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