| 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() |