littletry/compress-image

Compress, resize, and convert JPEG, PNG, WebP, and AVIF images.

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Run time and cost

This model runs on CPU hardware. We don't yet have enough runs of this model to provide performance information.

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Image Compressor

Compress, resize, and convert static images using a CPU-only image processing pipeline.

Features

  • JPEG, PNG, WebP, and AVIF
  • Quality-based compression
  • Target file-size compression
  • Lossless PNG and WebP output
  • Proportional resizing
  • EXIF removal and ICC profile preservation
  • Transparent images with configurable JPEG background color

Output

Returns one compressed image. On Replicate, prediction.output is a temporary HTTPS file URL.

Limits

  • Maximum input size: 50 MB
  • Maximum resolution: 40 megapixels
  • Maximum side length: 16,384 pixels
  • Static images only
  • Animated images and SVG are not supported
  • Target file size is best effort and may require reducing image dimensions
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