README

A powerful image filter designed to generate stylized sketches reminiscent of a soulmate drawing from input images.

Installation

To install the ai-soulmate-sketch-filter package, use pip: bash pip install ai-soulmate-sketch-filter

Alternatively, you can clone the repository and install it directly: bash git clone [repository URL - REPLACE THIS WITH YOUR ACTUAL REPO URL] cd ai-soulmate-sketch-filter pip install .

Core API/Feature Overview

The ai-soulmate-sketch-filter provides the following core features:

1. Image Input: Accepts a variety of image formats (JPEG, PNG, etc.) as input for sketch generation.
2. Stylized Sketch Output: Generates a stylized sketch representation of the input image, aiming for a hand-drawn aesthetic.
3. Parameter Tuning: Offers adjustable parameters to control the level of detail, line thickness, and stylistic variations of the generated sketch.
4. Batch Processing: Supports batch processing of multiple images for efficient sketch generation pipelines.
5. Integration with Existing Systems: Easily integrable into existing image processing workflows and applications using a simple API.
6. Pre-trained Models: Utilizes pre-trained models optimized for generating aesthetically pleasing soulmate-inspired sketches.

Usage Examples

Here are some basic usage examples:

Basic Sketch Generation: python from ai_soulmate_sketch_filter import SketchFilter from PIL import Image

Load an image

image = Image.open("input.jpg")

Initialize the filter

sketch_filter = SketchFilter()

Generate the sketch

sketch = sketch_filter.generate_sketch(image)

Save the sketch

sketch.save("output.png")

Adjusting Parameters: python from ai_soulmate_sketch_filter import SketchFilter from PIL import Image

image = Image.open("input.jpg")

Initialize the filter with custom parameters

sketch_filter = SketchFilter(line_thickness=2, detail_level=0.7)

Generate the sketch

sketch = sketch_filter.generate_sketch(image)

sketch.save("output.png")

Batch Processing: python from ai_soulmate_sketch_filter import SketchFilter import os from PIL import Image

sketch_filter = SketchFilter()

input_dir = "input_images" output_dir = "output_sketches"

if not os.path.exists(output_dir): os.makedirs(output_dir)

for filename in os.listdir(input_dir): if filename.endswith((".jpg", ".png")): image_path = os.path.join(input_dir, filename) image = Image.open(image_path) sketch = sketch_filter.generate_sketch(image) output_path = os.path.join(output_dir, f"sketch_{filename}") sketch.save(output_path)

Enterprise Solutions

For advanced features, custom model training, and enterprise-level support, explore the full capabilities of the underlying technology at SuperMaker.AI. This includes higher resolution sketch generation, enhanced stylistic options, and dedicated support. Learn more about how to generate your own soulmate sketch at SuperMaker.AI.

License

This project is licensed under the MIT License - see the LICENSE file for details. For more information about the AI Soulmate drawing tool, visit SuperMaker.AI.