|
import io |
|
import gradio as gr |
|
from PIL import Image |
|
import vtracer |
|
import tempfile |
|
|
|
|
|
TRANSLATIONS = { |
|
'en': { |
|
'title': '# Convert Image to SVG Vectors', |
|
'description': 'Upload an image and customize the conversion parameters. Click "Convert" to start.', |
|
'lang_label': 'Language', |
|
'image_label': 'Upload Image', |
|
'advanced_label': 'Advanced Settings', |
|
'color_mode_label': 'Color Mode', |
|
'hierarchical_label': 'Hierarchical', |
|
'mode_label': 'Mode', |
|
'filter_speckle_label': 'Filter Speckle', |
|
'color_precision_label': 'Color Precision', |
|
'layer_difference_label': 'Layer Difference', |
|
'corner_threshold_label': 'Corner Threshold', |
|
'length_threshold_label': 'Length Threshold', |
|
'max_iterations_label': 'Max Iterations', |
|
'splice_threshold_label': 'Splice Threshold', |
|
'path_precision_label': 'Path Precision', |
|
'convert_button': 'Convert', |
|
'output_svg_label': 'SVG Output', |
|
'download_svg_label': 'Download SVG' |
|
}, |
|
'de': { |
|
'title': '# Bild in SVG-Vektoren umwandeln', |
|
'description': 'Laden Sie ein Bild hoch und passen Sie die Parameter an. Klicken Sie auf "Umwandeln", um zu starten.', |
|
'lang_label': 'Sprache', |
|
'image_label': 'Bild hochladen', |
|
'advanced_label': 'Erweiterte Einstellungen', |
|
'color_mode_label': 'Farbmodus', |
|
'hierarchical_label': 'Hierarchisch', |
|
'mode_label': 'Modus', |
|
'filter_speckle_label': 'Flecken filtern', |
|
'color_precision_label': 'Farbpräzision', |
|
'layer_difference_label': 'Ebenenunterschied', |
|
'corner_threshold_label': 'Eckenschwelle', |
|
'length_threshold_label': 'Längenschwelle', |
|
'max_iterations_label': 'Max. Iterationen', |
|
'splice_threshold_label': 'Spleißschwelle', |
|
'path_precision_label': 'Pfadpräzision', |
|
'convert_button': 'Umwandeln', |
|
'output_svg_label': 'SVG-Ausgabe', |
|
'download_svg_label': 'SVG herunterladen' |
|
} |
|
} |
|
|
|
|
|
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.""" |
|
if image is None: |
|
return None, None |
|
|
|
img_byte_array = io.BytesIO() |
|
image.save(img_byte_array, format='PNG') |
|
img_bytes = img_byte_array.getvalue() |
|
|
|
svg_str = vtracer.convert_raw_image_to_svg( |
|
image_data=img_bytes, |
|
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) |
|
) |
|
|
|
temp_file = tempfile.NamedTemporaryFile(delete=False, suffix='.svg', mode='w', encoding='utf-8') |
|
temp_file.write(svg_str) |
|
temp_file.close() |
|
|
|
preview_html = f"<div style='background-color:#f0f0f0; padding:10px; border-radius:5px;'>SVG successfully generated. Preview:<br><img src='/file={temp_file.name}' width='300'></div>" |
|
|
|
return preview_html, temp_file.name |
|
|
|
|
|
with gr.Blocks() as vector_converter_interface: |
|
lang = 'en' |
|
|
|
language_dropdown = gr.Dropdown(choices=['en', 'de'], value=lang, label=TRANSLATIONS[lang]['lang_label'], interactive=True) |
|
title = gr.Markdown(value=TRANSLATIONS[lang]['title']) |
|
description = gr.Markdown(value=TRANSLATIONS[lang]['description']) |
|
|
|
with gr.Row(): |
|
with gr.Column(scale=1): |
|
image_input = gr.Image(type="pil", label=TRANSLATIONS[lang]['image_label']) |
|
|
|
|
|
advanced_accordion = gr.Accordion(TRANSLATIONS[lang]['advanced_label'], open=False) |
|
with advanced_accordion: |
|
color_mode_input = gr.Radio(choices=["Color", "Binary"], value="Color", label=TRANSLATIONS[lang]['color_mode_label']) |
|
hierarchical_input = gr.Radio(choices=["Stacked", "Cutout"], value="Stacked", label=TRANSLATIONS[lang]['hierarchical_label']) |
|
|
|
mode_input = gr.Radio(choices=["Spline", "Polygon", "None"], value="Spline", label=TRANSLATIONS[lang]['mode_label']) |
|
filter_speckle_input = gr.Slider(minimum=1, maximum=10, value=4, step=1, label=TRANSLATIONS[lang]['filter_speckle_label']) |
|
color_precision_input = gr.Slider(minimum=1, maximum=8, value=6, step=1, label=TRANSLATIONS[lang]['color_precision_label']) |
|
layer_difference_input = gr.Slider(minimum=1, maximum=32, value=16, step=1, label=TRANSLATIONS[lang]['layer_difference_label']) |
|
corner_threshold_input = gr.Slider(minimum=10, maximum=90, value=60, step=1, label=TRANSLATIONS[lang]['corner_threshold_label']) |
|
length_threshold_input = gr.Slider(minimum=3.5, maximum=10, value=4.0, step=0.5, label=TRANSLATIONS[lang]['length_threshold_label']) |
|
max_iterations_input = gr.Slider(minimum=1, maximum=20, value=10, step=1, label=TRANSLATIONS[lang]['max_iterations_label']) |
|
splice_threshold_input = gr.Slider(minimum=10, maximum=90, value=45, step=1, label=TRANSLATIONS[lang]['splice_threshold_label']) |
|
path_precision_input = gr.Slider(minimum=1, maximum=10, value=8, step=1, label=TRANSLATIONS[lang]['path_precision_label']) |
|
|
|
convert_button = gr.Button(value=TRANSLATIONS[lang]['convert_button']) |
|
|
|
with gr.Column(scale=1): |
|
svg_output = gr.HTML(label=TRANSLATIONS[lang]['output_svg_label']) |
|
file_output = gr.File(label=TRANSLATIONS[lang]['download_svg_label']) |
|
|
|
def update_language(language): |
|
t = TRANSLATIONS[language] |
|
return { |
|
language_dropdown: gr.update(label=t['lang_label']), |
|
title: gr.update(value=t['title']), |
|
description: gr.update(value=t['description']), |
|
image_input: gr.update(label=t['image_label']), |
|
|
|
advanced_accordion: gr.update(label=t['advanced_label']), |
|
color_mode_input: gr.update(label=t['color_mode_label']), |
|
hierarchical_input: gr.update(label=t['hierarchical_label']), |
|
mode_input: gr.update(label=t['mode_label']), |
|
filter_speckle_input: gr.update(label=t['filter_speckle_label']), |
|
color_precision_input: gr.update(label=t['color_precision_label']), |
|
layer_difference_input: gr.update(label=t['layer_difference_label']), |
|
corner_threshold_input: gr.update(label=t['corner_threshold_label']), |
|
length_threshold_input: gr.update(label=t['length_threshold_label']), |
|
max_iterations_input: gr.update(label=t['max_iterations_label']), |
|
splice_threshold_input: gr.update(label=t['splice_threshold_label']), |
|
path_precision_input: gr.update(label=t['path_precision_label']), |
|
convert_button: gr.update(value=t['convert_button']), |
|
svg_output: gr.update(label=t['output_svg_label']), |
|
file_output: gr.update(label=t['download_svg_label']), |
|
} |
|
|
|
all_inputs = [ |
|
image_input, color_mode_input, hierarchical_input, mode_input, |
|
filter_speckle_input, color_precision_input, layer_difference_input, |
|
corner_threshold_input, length_threshold_input, max_iterations_input, |
|
splice_threshold_input, path_precision_input |
|
] |
|
all_outputs = [svg_output, file_output] |
|
|
|
convert_button.click(fn=convert_image, inputs=all_inputs, outputs=all_outputs) |
|
|
|
|
|
ui_components_to_update = [ |
|
language_dropdown, title, description, image_input, advanced_accordion, |
|
color_mode_input, hierarchical_input, mode_input, filter_speckle_input, |
|
color_precision_input, layer_difference_input, corner_threshold_input, |
|
length_threshold_input, max_iterations_input, splice_threshold_input, |
|
path_precision_input, convert_button, svg_output, file_output |
|
] |
|
language_dropdown.change( |
|
fn=update_language, |
|
inputs=language_dropdown, |
|
outputs=ui_components_to_update |
|
) |
|
|
|
vector_converter_interface.launch() |