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Perceptual Image Codec: What Matters in Practical Learned Image Compression

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Latest report

Overview

About We introduce PICO (Perceptual Image Codec) — the first learned codec that is both practical, and optimized directly for the human visual system. To derive it, we perform a comprehensive study of modeling choices for practical learned codecs, and search over millions of model configurations to jointly optimize over perceptual quality and on-device runtime. Based on large-scale subjective user...

Summary from apple.github.io.

Reports

One report so far. Additional coverage will appear here when it is linked to this story.

  1. apple.github.io

    Perceptual Image Codec: What Matters in Practical Learned Image Compression

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Community reactions

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Hacker News · apple.github.io

Perceptual Image Codec: What Matters in Practical Learned Image Compression ↗
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