govips

A lightning fast image processing and resizing library for Go

This package wraps the core functionality of libvips image processing library by exposing all image operations on first-class types in Go.

Libvips is generally 4-8x faster than other graphics processors such as GraphicsMagick and ImageMagick. Check the benchmark: Speed and Memory Use

The intent for this is to enable developers to build extremely fast image processors in Go, which is suited well for concurrent requests.

Project Status

govips now includes a built-in code generator (cmd/vipsgen/) that uses libvips GObject introspection to auto-generate type-safe Go bindings. This covers 193+ operations across 9 categories (arithmetic, colour, conversion, convolution, create, freqfilt, histogram, morphology, resample), while complex operations like image I/O remain as hand-written bindings for full control.

Requirements

• libvips 8.14+
• C compatible compiler such as gcc 4.6+ or clang 3.0+
• Go 1.23+

Dependencies

MacOS

Use homebrew to install vips and pkg-config:

brew install vips pkg-config

Windows

The recommended approach on Windows is to use Govips via WSL and Ubuntu.

If you need to run Govips natively on Windows, it's not difficult but will require some effort. We don't have a recommended environment or setup at the moment. Windows is also not in our list of CI/CD targets so Govips is not regularly tested for compatibility. If you would be willing to setup and maintain a robust CI/CD Windows environment, please open a PR, we would be pleased to accept your contribution and support Windows as a platform.

Installation

go get -u github.com/davidbyttow/govips/v2/vips

MacOS note

On MacOS, govips may not compile without first setting an environment variable:

export CGO_CFLAGS_ALLOW="-Xpreprocessor"

Examples

Every example below assumes this setup:

package main

import (
	"fmt"
	"os"

	"github.com/davidbyttow/govips/v2/vips"
)

func main() {
	vips.Startup(nil)
	defer vips.Shutdown()

	// ... example code goes here
}

1. Load an image and export as JPEG

The basics: load from a file, auto-rotate based on EXIF data, and write it back out.

image, err := vips.NewImageFromFile("input.jpg")
if err != nil {
	log.Fatal(err)
}

// Fix orientation from EXIF metadata
if err := image.AutoRotate(); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportJpeg(vips.NewJpegExportParams())
if err != nil {
	log.Fatal(err)
}
os.WriteFile("output.jpg", buf, 0644)

2. Resize an image

Scale an image down by 50% using the Lanczos3 kernel (the sharpest option).

image, err := vips.NewImageFromFile("photo.jpg")
if err != nil {
	log.Fatal(err)
}

// Scale to 50%
if err := image.Resize(0.5, vips.KernelLanczos3); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportJpeg(&vips.JpegExportParams{Quality: 85})
if err != nil {
	log.Fatal(err)
}
os.WriteFile("resized.jpg", buf, 0644)

3. Create a thumbnail with smart crop

NewThumbnailFromFile is the fastest way to generate thumbnails. It decodes only the pixels it needs.

// Load and shrink to fit within 200x200, cropping to the most interesting region
image, err := vips.NewThumbnailFromFile("photo.jpg", 200, 200, vips.InterestingAttention)
if err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportJpeg(&vips.JpegExportParams{Quality: 80})
if err != nil {
	log.Fatal(err)
}
os.WriteFile("thumb.jpg", buf, 0644)

4. Convert between formats

Load a JPEG and export it as WebP and PNG.

image, err := vips.NewImageFromFile("photo.jpg")
if err != nil {
	log.Fatal(err)
}

// Export as WebP (lossy)
webpBuf, _, err := image.ExportWebp(&vips.WebpExportParams{Quality: 75})
if err != nil {
	log.Fatal(err)
}
os.WriteFile("photo.webp", webpBuf, 0644)

// Export as PNG
pngBuf, _, err := image.ExportPng(&vips.PngExportParams{Compression: 6})
if err != nil {
	log.Fatal(err)
}
os.WriteFile("photo.png", pngBuf, 0644)

5. Crop and extract a region

Pull out a specific rectangle from an image.

image, err := vips.NewImageFromFile("photo.jpg")
if err != nil {
	log.Fatal(err)
}

// Extract a 300x300 region starting at (50, 100)
if err := image.ExtractArea(50, 100, 300, 300); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportPng(vips.NewPngExportParams())
if err != nil {
	log.Fatal(err)
}
os.WriteFile("cropped.png", buf, 0644)

6. Blur and sharpen

Apply a Gaussian blur or sharpen an image.

image, err := vips.NewImageFromFile("photo.jpg")
if err != nil {
	log.Fatal(err)
}

// Gaussian blur with sigma=3.0
if err := image.GaussianBlur(3.0); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportJpeg(vips.NewJpegExportParams())
if err != nil {
	log.Fatal(err)
}
os.WriteFile("blurred.jpg", buf, 0644)

// Or sharpen instead: sigma=1.0, x1=2.0, m2=3.0
image2, _ := vips.NewImageFromFile("photo.jpg")
if err := image2.Sharpen(1.0, 2.0, 3.0); err != nil {
	log.Fatal(err)
}

buf2, _, _ := image2.ExportJpeg(vips.NewJpegExportParams())
os.WriteFile("sharpened.jpg", buf2, 0644)

7. Rotate and flip

Rotate by fixed angles and flip along an axis.

image, err := vips.NewImageFromFile("photo.jpg")
if err != nil {
	log.Fatal(err)
}

// Rotate 90 degrees clockwise
if err := image.Rotate(vips.Angle90); err != nil {
	log.Fatal(err)
}

// Flip horizontally
if err := image.Flip(vips.DirectionHorizontal); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportJpeg(vips.NewJpegExportParams())
if err != nil {
	log.Fatal(err)
}
os.WriteFile("rotated.jpg", buf, 0644)

8. Adjust brightness, saturation, and hue

Modulate works in the LCH color space. Brightness and saturation are multipliers (1.0 = no change), hue is an angle shift in degrees.

image, err := vips.NewImageFromFile("photo.jpg")
if err != nil {
	log.Fatal(err)
}

// Bump brightness by 20%, desaturate by 30%, shift hue by 45 degrees
if err := image.Modulate(1.2, 0.7, 45); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportJpeg(&vips.JpegExportParams{Quality: 90})
if err != nil {
	log.Fatal(err)
}
os.WriteFile("adjusted.jpg", buf, 0644)

9. Composite two images (watermark overlay)

Layer one image on top of another using Porter-Duff blending.

base, err := vips.NewImageFromFile("photo.jpg")
if err != nil {
	log.Fatal(err)
}

overlay, err := vips.NewImageFromFile("watermark.png")
if err != nil {
	log.Fatal(err)
}

// Place the watermark at position (20, 20) using "over" blending
if err := base.Composite(overlay, vips.BlendModeOver, 20, 20); err != nil {
	log.Fatal(err)
}

buf, _, err := base.ExportJpeg(&vips.JpegExportParams{Quality: 90})
if err != nil {
	log.Fatal(err)
}
os.WriteFile("watermarked.jpg", buf, 0644)

10. Add a text label

Overlay text directly onto an image.

image, err := vips.NewImageFromFile("photo.jpg")
if err != nil {
	log.Fatal(err)
}

err = image.Label(&vips.LabelParams{
	Text:      "govips",
	Font:      "sans bold 16",
	OffsetX:   vips.ValueOf(20),
	OffsetY:   vips.ValueOf(20),
	Opacity:   0.8,
	Color:     vips.Color{R: 255, G: 255, B: 255},
	Alignment: vips.AlignLow,
	Width:     vips.ValueOf(200),
	Height:    vips.ValueOf(40),
})
if err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportPng(vips.NewPngExportParams())
if err != nil {
	log.Fatal(err)
}
os.WriteFile("labeled.png", buf, 0644)

11. Flatten transparency onto a background color

Remove the alpha channel by compositing onto a solid color.

image, err := vips.NewImageFromFile("logo.png")
if err != nil {
	log.Fatal(err)
}

// Flatten alpha onto white
if err := image.Flatten(&vips.Color{R: 255, G: 255, B: 255}); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportJpeg(&vips.JpegExportParams{Quality: 90})
if err != nil {
	log.Fatal(err)
}
os.WriteFile("flattened.jpg", buf, 0644)

12. Embed an image in a larger canvas

Center an image inside a larger canvas with a colored background.

image, err := vips.NewImageFromFile("icon.png")
if err != nil {
	log.Fatal(err)
}

w, h := image.Width(), image.Height()

// Center the image inside a 800x600 canvas with a dark background
if err := image.EmbedBackgroundRGBA(
	(800-w)/2, (600-h)/2, 800, 600,
	&vips.ColorRGBA{R: 30, G: 30, B: 30, A: 255},
); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportPng(vips.NewPngExportParams())
if err != nil {
	log.Fatal(err)
}
os.WriteFile("embedded.png", buf, 0644)

13. Load from a byte buffer and strip metadata

Useful when you're reading images from HTTP requests or databases.

inputBytes, err := os.ReadFile("photo.jpg")
if err != nil {
	log.Fatal(err)
}

image, err := vips.NewImageFromBuffer(inputBytes)
if err != nil {
	log.Fatal(err)
}

// Strip all EXIF/metadata for privacy
if err := image.RemoveMetadata(); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportJpeg(&vips.JpegExportParams{
	Quality:       80,
	StripMetadata: true,
})
if err != nil {
	log.Fatal(err)
}
os.WriteFile("clean.jpg", buf, 0644)

14. Build a pipeline: thumbnail, sharpen, and export as AVIF

Chain multiple operations together. Each method mutates the image in place, so you can pipeline them naturally.

image, err := vips.NewThumbnailFromFile("photo.jpg", 800, 600, vips.InterestingCentre)
if err != nil {
	log.Fatal(err)
}

if err := image.Sharpen(0.7, 1.0, 2.0); err != nil {
	log.Fatal(err)
}

buf, _, err := image.ExportAvif(&vips.AvifExportParams{
	Quality: 50,
	Effort:  4,
})
if err != nil {
	log.Fatal(err)
}
os.WriteFile("output.avif", buf, 0644)

15. Stream images with io.Reader and io.Writer

Load directly from any io.Reader (HTTP body, S3 stream, file handle) and save directly to any io.Writer — without buffering the full compressed input or output in Go memory. If the reader also implements io.Seeker (like os.File), libvips uses random access for efficient loading of formats like HEIF. One exception on the save side: TIFF requires seekable output, so it is encoded in memory and written to w in a single chunk (bytes identical to ExportTiff).

// Stream-load: no full-file buffer in Go memory
f, err := os.Open("input.heic")
if err != nil {
	log.Fatal(err)
}
defer f.Close()

image, err := vips.LoadImageFromReader(f, nil)
if err != nil {
	log.Fatal(err)
}
defer image.Close()

// Process as usual
if err := image.AutoRotate(); err != nil {
	log.Fatal(err)
}

// Stream-save: encoded chunks written directly to the output
out, err := os.Create("output.jpg")
if err != nil {
	log.Fatal(err)
}
defer out.Close()

err = image.SaveToWriter(out, vips.ImageTypeJPEG, &vips.ExportParams{
	Quality: 85,
})
if err != nil {
	log.Fatal(err)
}

For the full set of format-specific export options (PNG palette, WebP near-lossless/target size, TIFF compression, HEIF bit depth, ...), use the typed variants: SaveToWriterJpeg, SaveToWriterPng, SaveToWriterWebp, SaveToWriterTiff, SaveToWriterHeif, SaveToWriterGif.

For non-seekable readers (e.g. http.Request.Body), libvips buffers header data up to ~1 GB by default. Lower the limit to bound memory usage:

vips.Startup(nil)
vips.SetPipeReadLimit(100 * 1024 * 1024) // 100 MB

16. End-to-end streaming transcode

TranscodeStream runs reader → decode → transform → encode → writer as one pipeline, picking the cheapest decode strategy automatically:

// Upload handler: stream the request body through a JPEG transcode into
// content-addressed storage, hashing the output while writing.
hasher := sha256.New()
err := vips.TranscodeStream(req.Body, io.MultiWriter(hasher, storage), &vips.TranscodeOptions{
	Format:       vips.ImageTypeJPEG,
	AutoRotate:   true,
	ExportParams: &vips.ExportParams{Quality: 85, Interlaced: false},
})

Two decode strategies:

• Sequential fast path — when no random-access transform is needed, pixels flow from reader to writer in one pass. Peak RAM is bounded by libvips line caches, independent of file size and pixel count. Available directly via LoadImageFromReader with params.Access.Set(vips.AccessSequential); the source then stays connected (keep the reader open) until Close.
• Materialized path — when random access is required (e.g. EXIF rotation), the decoded frame is rendered in one streaming pass to memory or, above a threshold, to an unlinked scratch file on disc. RAM stays bounded either way; the source is released as soon as materialization finishes.

vips.SetStreamDiscThreshold(64 << 20) // decoded frames >64 MB go to scratch disc (default 100 MB, or VIPS_DISC_THRESHOLD)
vips.SetStreamScratchDir("/var/scratch") // default os.TempDir()

Which operations keep the sequential fast path? Sequential images may only be read top-to-bottom, once. Safe: resize/thumbnail (shrink), crop, flatten, colorspace conversion, sharpen/blur (line kernels), horizontal flip, format conversion. Forcing materialization: rotation (90°/180°/270°), vertical flip, AutoRotate for EXIF orientations 3–8 (TranscodeStream detects this from the header automatically), FindTrim, SmartCrop, and anything else that reads pixels out of order. Attempting a random-access operation on a sequential image fails with an "out of order read" error from libvips.

Codec caveats. True end-to-end streaming also depends on the codec: progressive (interlaced) JPEG and interlaced PNG cannot stream — on decode the codec buffers all input before emitting rows, and on encode (govips' default JPEG params set Interlace: true) it buffers the whole image before writing the first byte. Pass Interlaced: false for streaming output. HEIF/HEIC decodes whole-frame inside libheif regardless of access mode, and TIFF output is encoded in memory (seekable-output requirement). Non-seekable inputs additionally accumulate compressed bytes read so far (bounded by SetPipeReadLimit).

Where errors surface. On the default (materialized) load, truncated or erroring streams fail inside LoadImageFromReader/TranscodeStream during materialization. On the sequential path the load only reads the header, so the same failures surface from the operation that first consumes pixels — typically SaveToWriter — wrapped with the original reader error (errors.Is works).

See the examples/ folder for more.

Running tests

$ make test

Code Generation

The built-in generator lives in cmd/vipsgen/ and uses libvips GObject introspection to discover operations and their arguments at build time. To regenerate the bindings:

go generate ./vips/

This produces the generated files in vips/gen_*.{c,h,go}. You should not need to regenerate unless you are adding support for new libvips operations.

Memory usage note

MALLOC_ARENA_MAX

libvips uses GLib for memory management, and it brings GLib memory fragmentation issues to heavily multi-threaded programs. First thing you can try if you noticed constantly growing RSS usage without Go's sys memory growth is set MALLOC_ARENA_MAX:

MALLOC_ARENA_MAX=2 application

This will reduce GLib memory appetites by reducing the number of malloc arenas that it can create. By default GLib creates one are per thread, and this would follow to memory fragmentation.

Jemalloc

If the arena option doesn't help, you can try replacing the standard allocator with jemalloc, which emphasizes fragmentation avoidance and scalable concurrency support.

To do this, you need to install the libjemalloc-dev package. And pass the following flags for build command:

CGO_CFLAGS="-fno-builtin-malloc -fno-builtin-calloc -fno-builtin-realloc -fno-builtin-free" CGO_LDFLAGS="-ljemalloc" go build

Contributing

Feel free to file issues or create pull requests. See this guide on contributing for more information.

Credits

Thanks to:

• John Cupitt for creating and maintaining libvips
• Toni Melisma for pushing to a 2.x release
• wix.com for the govips logo and lots of great functionality
• All of our fantastic contributors

License

MIT