ai-soulmate-sketch-filter

A Rust crate for filtering and processing image sketches, particularly useful for refining AI-generated portrait outputs. This crate provides functionalities to smooth lines, remove noise, and enhance specific features in sketch images.

Installation

Add the following to your Cargo.toml file under the [dependencies] section: toml ai-soulmate-sketch-filter = "0.1.0" # Replace with the actual version number

Usage Examples

Here are a few examples demonstrating how to use the ai-soulmate-sketch-filter crate:

1. Basic Image Smoothing:

This example demonstrates how to load an image, apply a smoothing filter, and save the result. rust use ai_soulmate_sketch_filter::filter; use image::{io::Reader as ImageReader, GenericImageView, ImageBuffer, Rgba}; use std::path::Path;

fn main() -> Result<(), Box> { // Load the image let img = ImageReader::open("input.png")?.decode()?;

// Apply a smoothing filter (adjust strength as needed)
let smoothed_img = filter::smooth(&img, 2.0);

// Save the smoothed image
smoothed_img.save("smoothed.png")?;

println!("Image smoothing complete!");
Ok(())

}

2. Noise Reduction:

This example demonstrates how to reduce noise in a sketch image, making the lines cleaner. rust use ai_soulmate_sketch_filter::filter; use image::{io::Reader as ImageReader};

fn main() -> Result<(), Box> { // Load the image let img = ImageReader::open("noisy_sketch.png")?.decode()?;

// Apply noise reduction
let denoised_img = filter::denoise(&img, 3.0);

// Save the denoised image
denoised_img.save("denoised_sketch.png")?;

println!("Noise reduction complete!");
Ok(())

}

3. Edge Enhancement:

This example shows how to enhance the edges in a sketch image, making the details more prominent. rust use ai_soulmate_sketch_filter::filter; use image::{io::Reader as ImageReader};

fn main() -> Result<(), Box> { // Load the image let img = ImageReader::open("blurred_sketch.png")?.decode()?;

// Enhance edges
let enhanced_img = filter::sharpen(&img, 1.5);

// Save the enhanced image
enhanced_img.save("sharpened_sketch.png")?;

println!("Edge enhancement complete!");
Ok(())

}

4. Combining Filters:

This example combines smoothing and sharpening for a balanced result. rust use ai_soulmate_sketch_filter::filter; use image::{io::Reader as ImageReader};

fn main() -> Result<(), Box> { // Load the image let img = ImageReader::open("raw_sketch.png")?.decode()?;

// Smooth the image first
let smoothed_img = filter::smooth(&img, 1.5);

// Then sharpen the smoothed image
let enhanced_img = filter::sharpen(&smoothed_img, 1.2);

// Save the enhanced image
enhanced_img.save("processed_sketch.png")?;

println!("Combined filtering complete!");
Ok(())

}

Feature Summary

• Image Smoothing: Provides functions to smooth out lines and reduce jaggedness in sketch images.
• Noise Reduction: Offers algorithms to remove unwanted noise and artifacts from sketches.
• Edge Enhancement: Includes filters to sharpen edges and highlight details in images.
• Flexible Parameter Adjustment: Allows users to fine-tune filter parameters for optimal results.
• Cross-Platform Compatibility: Works seamlessly across various operating systems supported by Rust.
• Easy Integration: Simple and straightforward API for easy integration into existing projects.

License

MIT

This crate is part of the ai-soulmate-sketch-filter ecosystem. For advanced features and enterprise-grade tools, visit: https://supermaker.ai/image/blog/ai-soulmate-drawing-free-tool-generate-your-soulmate-sketch/