imageproc
Library Featured
Image processing operations
- Downloads
- 1,165,048
- Dependents
- 370
- Stars
- 986
- Forks
- 182
- Contributors
- 88
- Commits
- 855
- Latest release
- 0.27.0 ·
About
An image processing library, based on the
image library.
Goals
A performant, well-tested, well-documented library with a consistent API, suitable for use as the basis of computer vision applications or graphics editors.
Non-goals
Maximum genericity over image storages or formats, or support for higher-dimensional images.
Color Space
Functions in this library implicitly assume that pixels colors are
stored in a linear color space like RGB as opposed to a non-linear color
space such as sRGB.
If you are not familiar with gamma correction then this article contains an introduction and examples of color artefacts resulting from not using linear color spaces.
Parallelism
This library provides both single-threaded and multi-threaded variations of several functions by using rayon.
Depending on image size and the amount of work performed per pixel the parallel versions may not always be faster - we recommend benchmarking for your specific use-case.
Crate Features
Default Features
rayon: enables multi-threaded versions of several functionstext: enables text drawingfft: enablesphashand other functions that depend on therustfftcrate
Read the full README
Optional Features
display-window: enables the displaying of images (usingimageproc::window) with sdl2. SDL2 must be installed on the system before building with this feature. For example:# Ubuntu/Debian sudo apt install libsdl2-dev # macOS brew install sdl2On Windows, install SDL2 and ensure its library directory is available to the linker and its DLL directory is included in
PATH.
How to contribute
See CONTRIBUTING.md.
Compatibility
- Runs on
- GPU support unknown
What shows it
- no dependency or feature matches a backend row
- Native code
- Optional
- Binds native code: sdl2-sys (feature display-window)
- Python bindings
- No Python binding crate found
- License
- MIT
Compare with similar projects
Order: strongest tier first, then most downloads, then name, with unmeasured values last. A library counts downloads over 30 days. An app counts binary downloads per release. An app with none counts its crate downloads over 30 days.
| Project | Downloads | Dependents | Stars | Latest release | Runs on (GPU) | Native code | License |
|---|---|---|---|---|---|---|---|
|
Image processing operations |
1,165,048 downloads over 30 days | 370 | 986 | 0.27.0 | GPU support unknown | Binds native code: sdl2-sys (feature display-window) | MIT |
|
opencv-rust Featured
Rust bindings for OpenCV |
262,425 downloads over 30 days | 96 | 2,500 | 0.101.1 | GPU support unknown | Build uses a native toolchain: cc, pkg-config, vcpkg | MIT |
|
ML-powered manga translator, written in Rust. |
6,338 binary downloads per release | Not applicable | 6,620 | Not measured | Not measured | Apache-2.0 | |
|
visioncortex Listed
Semantic Computer Vision |
62,153 downloads over 30 days | 16 | 125 | 0.9.3 | GPU support unknown | No native code found | Apache-2.0 OR MIT |
|
Face detection library, based on the C++ SeetaFace engine. |
4,231 downloads over 30 days | 3 | 436 | 0.1.7 | GPU support unknown | No native code found | BSD-2-Clause |
|
inference Listed
Ultralytics YOLO inference library and CLI for Rust |
2,609 downloads over 30 days | 1 | 217 | 0.0.56 | CUDA, WebGPU, ROCm | Binds native code: ort-sys, ffmpeg-sys-next (feature video), openvino-sys (feature intel) | AGPL-3.0 |
Why FeaturedIt passes every Featured gate.
What it meets
- It has 161 active dependents and 113 new dependents in 365 days. Featured needs 11 active dependents or 9 new dependents in 365 days.
- Active dependents are at 100% of their peak. Featured needs at least 50%.
- Docs are present. The release commit or a manifest ties the crate to the repository.
- No vulnerability advisory stays unpatched past the grace window. At least one version is neither a prerelease nor 0.0.x.
- The last activity is on 31 Oct 2026, 9 days ago. The rules expect an update within 560 days. Dormancy rule
Exact rules: Featured library. The check on applied thresholds version 9.
Every rule outcome, as the check records it
expected-interval: version 0.27.0 base 140, doubled for 1165048 downloads per month, doubled for 161 active users: E = 560 daysdormancy: last activity 2026-10-31, 9 days ago, E = 560: activefeatured: featured: active_users 161, new_adopters 112.5, former_glory 1
Measurements and sources
Each signal row shows the raw value, its source and the fetch date. The Sources list gathers every distinct source on this page. Movement needs more history.
Sources6 sources
- Description: the crates.io description
- crates.io database dump, fetched
- RustSec advisory database, fetched
- GitHub repository, fetched
- crates.io package, fetched
- GitHub contributors, fetched
Adoption161 active dependents, 113 new dependents in 365 days1 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Active dependents | 161 | crates.io database dump | Yes | |
| New dependents (365 days) | 112.5 | crates.io database dump | Yes | |
| Peak active dependents | 160 | crates.io database dump | Yes | |
| Active dependents as a share of the peak | 1 | crates.io database dump | Yes | |
| Binary downloads per release | Not measured | Yes |
MaintenanceLatest human commit: 9 days ago3 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Latest human commit | 2026-10-31 | GitHub repository | Yes | |
| Latest release | 2026-06-02 | crates.io database dump | Yes | |
| First release | 2016-01-10 | crates.io database dump | Yes | |
| Latest version | 0.27.0 | crates.io database dump | Yes | |
| Days the oldest outside issue waits for a reply | 897 | GitHub repository | Yes | |
| Maintainer replies over 365 days | 3 | GitHub repository | Yes | |
| Repository archived | false | GitHub repository | Yes | |
| Repository gone | false | GitHub repository | Yes | |
| Release commit or manifest in the repo | true | crates.io package | Yes | |
| Published docs | true | crates.io database dump | Yes | |
| Latest release fails cargo check | Not measured | Yes | ||
| Build check date | Not measured | Yes | ||
| Build check toolchain | Not measured | Yes |
SecurityUnpatched vulnerabilities: none
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Unpatched vulnerabilities past the grace window | none | RustSec advisory database | Yes | |
| RustSec unmaintained advisory | none | RustSec advisory database | Yes | |
| Deprecation notice | none | crates.io database dump | Yes | |
| Deprecated requirement | none | crates.io database dump | Yes |
Distribution35 releases, 1,165,048 downloads over 30 days5 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Releases | 35 | crates.io database dump | Yes | |
| Downloads over 30 days | 1165048 | crates.io database dump | Yes | |
| Binary downloads over the last 3 releases | Not measured | Yes | ||
| Homebrew installs on request over 365 days | Not measured | Yes | ||
| Repology repository families | Not measured | Yes | ||
| Docker pull growth over 90 days | Not measured | Yes | ||
| Docker pulls at the growth baseline | Not measured | Yes | ||
| Every version a prerelease | false | crates.io database dump | Yes | |
| Every version 0.0.x | false | crates.io database dump | Yes | |
| Every version yanked | false | crates.io database dump | Yes | |
| Crate deleted from crates.io | false | crates.io database dump | Yes |
Repository986 stars, 182 forks, 88 contributors, 855 commits. Stars alone never qualify a project.
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| GitHub stars | 986 | GitHub repository | Yes — one part of the repository route | |
| GitHub forks | 182 | GitHub repository | Yes — one part of the repository route | |
| Contributors with a GitHub account | 88 | GitHub contributors | Yes — one part of the repository route | |
| Commits on the default branch | 855 | GitHub repository | No | |
| Repository's main crate left out of the entry | none | crates.io database dump | Yes |
Facts that never count
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| License | MIT | crates.io database dump | No | |
| Runs on, from listed crates and their direct dependencies | GPU support unknown | crates.io database dump | No | |
| What shows each backend | no dependency or feature matches a backend row | crates.io database dump | No | |
| Native code, from listed crates and their dependencies | Binds native code: sdl2-sys (feature display-window) | crates.io database dump | No | |
| Python bindings, from direct dependencies of listed crates | No Python binding crate found | crates.io database dump | No | |
| Crates that depend on a listed crate directly | 370 | crates.io database dump | No |
Corrections and review history
No correction applies to this entry.
Judgments
A judgment enters only through an approved issue and a merged pull request.
No judgment applies to this entry.