Concept

What Is Lossy Compression?

Lossy compression reduces file size by permanently discarding data deemed less perceptible, trading some quality for significantly smaller files.

Lossy Compression explained

Lossy compression is a data encoding method that reduces file size by permanently removing information considered less important or less perceptible to human senses. In images, this means discarding fine color gradients and high-frequency detail; in audio, it means removing frequencies outside typical human hearing range. The key advantage is dramatically smaller files — a JPG can be 10-20x smaller than the equivalent uncompressed image with minimal visible quality loss. The trade-off is that each re-save degrades quality further (generation loss), and the discarded data cannot be recovered. Common lossy formats include JPG, MP3, AAC, and H.264 video.

Key points

Permanently removes data to achieve much smaller file sizes
Quality loss is often imperceptible at moderate compression levels
Re-encoding a lossy file compounds quality degradation (generation loss)
Uses psychovisual and psychoacoustic models to discard least-noticeable data
JPG, WebP (lossy mode), MP3, AAC, and H.264 are all lossy formats
Ideal for photographs, music, and video where small size matters more than bit-perfect accuracy

Real-world examples

Compressing a 5 MB PNG photo to a 500 KB JPG for fast web loading
Encoding a WAV music file to 256 kbps MP3 for streaming without noticeable quality loss
Reducing a 4K video from 2 GB raw to 200 MB H.264 for online sharing

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