https://github.com/lempiy/slic0

Linear image segmentation :sunrise_over_mountains:
https://github.com/lempiy/slic0

computer-vision image image-processing image-segmentation rust slic slic0

Last synced: about 1 month ago
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Linear image segmentation :sunrise_over_mountains:

• Host: GitHub
• URL: https://github.com/lempiy/slic0
• Owner: lempiy
• License: mit
• Created: 2019-09-05T20:03:54.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-02-23T17:21:12.000Z (almost 5 years ago)
• Last Synced: 2024-10-29T20:17:17.972Z (3 months ago)
• Topics: computer-vision, image, image-processing, image-segmentation, rust, slic, slic0
• Language: Rust
• Homepage:
• Size: 1.5 MB
• Stars: 4
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Rust SLIC

[![Build & Test](https://github.com/lempiy/slic0/workflows/Rust/badge.svg)](https://github.com/lempiy/slic0/actions)

[![License](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/lempiy/slic0/LICENSE)

[![Rust Documentation](https://img.shields.io/badge/api-rustdoc-blue.svg)](https://lempiy.github.io/slic0/doc/slic)

Rust realization of [Simple Linear Image Segmentation](http://infoscience.epfl.ch/record/177415/files/Superpixel_PAMI2011-2.pdf) 

algorithm with SLIC0 and lowest gradient seeding support.

#### Purpose

Library can be used in all areas where image pre-processing is required. 

* Content-based image retrieval

* Machine vision

* Object detection

* Recognition Tasks

More info [here](https://en.wikipedia.org/wiki/Image_segmentation).

#### [Documentation](https://lempiy.github.io/slic0/doc/slic)

#### Example

```rust

use slic::get_slic;

use image::{open};

fn main() {

    let mut image = open("./my_image.jpg").ok().expect("Cannot open image");

    let img = image.as_rgb8().expect("Cannot get RGB from DynamicImage");

    let mut slic = get_slic(img, 30, 10.0, true);

    slic.compute();

    // save segments net to file

    slic.get_borders_image().save("./borders.png").expect("Cannot save image on disk");

    // print segments as ASCII art to stdout

    slic.labels.iter().enumerate().for_each(|(i, x)| {

       print!("{}", ((32 + *x) as u8 as char).to_string());

       if ((i + 1) % img.width() as usize) == 0 {

           println!();

       }

    });

}

```

#### Case

![test.jpg](./fixture/test.jpg)

![test.jpg](./fixture/test_borders.jpg)

#### License

MIT © [lempiy](https://github.com/lempiy)