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import io | |
import gradio as gr | |
from PIL import Image | |
import vtracer | |
import tempfile | |
def convert_image(image, color_mode, hierarchical, mode, filter_speckle, | |
color_precision, layer_difference, corner_threshold, | |
length_threshold, max_iterations, splice_threshold, path_precision): | |
"""Converts an image to SVG using vtracer with customizable parameters.""" | |
# Convert Gradio image to bytes for vtracer compatibility | |
img_byte_array = io.BytesIO() | |
image.save(img_byte_array, format='PNG') | |
img_bytes = img_byte_array.getvalue() | |
# Perform the conversion | |
svg_str = vtracer.convert_raw_image_to_svg( | |
img_bytes, | |
img_format='png', | |
colormode=color_mode.lower(), | |
hierarchical=hierarchical.lower(), | |
mode=mode.lower(), | |
filter_speckle=int(filter_speckle), | |
color_precision=int(color_precision), | |
layer_difference=int(layer_difference), | |
corner_threshold=int(corner_threshold), | |
length_threshold=float(length_threshold), | |
max_iterations=int(max_iterations), | |
splice_threshold=int(splice_threshold), | |
path_precision=int(path_precision) | |
) | |
# Save the SVG string to a temporary file | |
temp_file = tempfile.NamedTemporaryFile(delete=False, suffix='.svg') | |
temp_file.write(svg_str.encode('utf-8')) | |
temp_file.close() | |
return gr.HTML(f'<svg viewBox="0 0 {image.width} {image.height}">{svg_str}</svg>'), temp_file.name | |
# Gradio interface | |
iface = gr.Blocks() | |
with iface: | |
gr.Interface( | |
fn=convert_image, | |
inputs=[ | |
gr.Image(type="pil", label="Upload Image"), | |
gr.Radio(choices=["Color", "Binary"], value="Color", label="Color Mode"), | |
gr.Radio(choices=["Stacked", "Cutout"], value="Stacked", label="Hierarchical"), | |
gr.Radio(choices=["Spline", "Polygon", "None"], value="Spline", label="Mode"), | |
gr.Slider(minimum=1, maximum=10, value=4, step=1, label="Filter Speckle"), | |
gr.Slider(minimum=1, maximum=8, value=6, step=1, label="Color Precision"), | |
gr.Slider(minimum=1, maximum=32, value=16, step=1, label="Layer Difference"), | |
gr.Slider(minimum=10, maximum=90, value=60, step=1, label="Corner Threshold"), | |
gr.Slider(minimum=3.5, maximum=10, value=4.0, step=0.5, label="Length Threshold"), | |
gr.Slider(minimum=1, maximum=20, value=10, step=1, label="Max Iterations"), | |
gr.Slider(minimum=10, maximum=90, value=45, step=1, label="Splice Threshold"), | |
gr.Slider(minimum=1, maximum=10, value=8, step=1, label="Path Precision") | |
], | |
outputs=[ | |
gr.HTML(label="SVG Output"), | |
gr.File(label="Download SVG") | |
], | |
title="Convert Image to SVG vectors", | |
description="Upload an image and customize the conversion parameters as needed.", | |
) | |
iface.launch() |